Fix random.shuffle

author: Travis Oliphant <oliphant@enthought.com> 2006-12-09 22:39:26 +0000
committer: Travis Oliphant <oliphant@enthought.com> 2006-12-09 22:39:26 +0000
commit: 8bd6fb7ef7c81a97d3e86dc22badcf95af199860 (patch)
tree: 802dd51ccbe5ecaca1ad39b1344dc98780ed341a /numpy/random
parent: 6d8631d90dc03603ce7c0482ccdb16bf3a88d4d3 (diff)
download: numpy-8bd6fb7ef7c81a97d3e86dc22badcf95af199860.tar.gz
3 files changed, 2056 insertions, 1868 deletions
diff --git a/numpy/random/mtrand/generate_mtrand_c.py b/numpy/random/mtrand/generate_mtrand_c.py
index 29859c533..8eb6254f2 100644
--- a/numpy/random/mtrand/generate_mtrand_c.py
+++ b/numpy/random/mtrand/generate_mtrand_c.py
@@ -6,7 +6,7 @@ import os
 unused_internal_funcs = ['__Pyx_PrintItem',
                          '__Pyx_PrintNewline',
                          '__Pyx_ReRaise',
-                         '__Pyx_GetExcValue',
+                         #'__Pyx_GetExcValue',
                          '__Pyx_ArgTypeTest',
                          '__Pyx_SetVtable',
                          '__Pyx_GetVtable',
diff --git a/numpy/random/mtrand/mtrand.c b/numpy/random/mtrand/mtrand.c
index 5a0324bd8..aa564ddfb 100644
--- a/numpy/random/mtrand/mtrand.c
+++ b/numpy/random/mtrand/mtrand.c
@@ -1,4 +1,4 @@
-/* Generated by Pyrex 0.9.4.1 on Wed Sep 13 17:52:51 2006 */
+/* Generated by Pyrex 0.9.4.1 on Sat Dec  9 15:35:19 2006 */
 
 #include "Python.h"
 #include "structmember.h"
@@ -25,6 +25,7 @@ static PyObject *__Pyx_UnpackItem(PyObject *, int); /*proto*/
 static int __Pyx_EndUnpack(PyObject *, int); /*proto*/
 static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb); /*proto*/
 static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list); /*proto*/
+static PyObject *__Pyx_GetExcValue(void); /*proto*/
 static int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/
 static int __Pyx_GetStarArgs(PyObject **args, PyObject **kwds, char *kwd_list[], int nargs, PyObject **args2, PyObject **kwds2); /*proto*/
 static void __Pyx_WriteUnraisable(char *name); /*proto*/
@@ -189,12 +190,12 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
   Py_INCREF(__pyx_v_size);
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":128 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":129 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":129 */
-    __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 129; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":130 */
+    __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 130; goto __pyx_L1;}
     __pyx_r = __pyx_2;
     __pyx_2 = 0;
     goto __pyx_L0;
@@ -202,19 +203,19 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":131 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":132 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
     __pyx_4 = 0;
-    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 131; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 132; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
@@ -222,22 +223,22 @@ static PyObject *__pyx_f_6mtrand_cont0_array(rk_state (*__pyx_v_state),double ((
     arrayObject = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":132 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":133 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":133 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":134 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":134 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":135 */
     for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":135 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":136 */
       (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
       __pyx_L3:;
     }
     __pyx_L4:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":136 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":137 */
     Py_INCREF(((PyObject *)arrayObject));
     __pyx_r = ((PyObject *)arrayObject);
     goto __pyx_L0;
@@ -285,32 +286,32 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
   __pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":148 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":149 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":149 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":150 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":150 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":151 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":151 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":152 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":153 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":154 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":154 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":155 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":155 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 155; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":156 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 156; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -318,33 +319,33 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":157 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 157; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":158 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 158; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":158 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":159 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":159 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":160 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":160 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 160; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":161 */
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 161; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
       __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":161 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":162 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":162 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":163 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":163 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":164 */
         PyArray_ITER_NEXT(__pyx_v_itera);
         __pyx_L5:;
       }
@@ -355,19 +356,19 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":165 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":166 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_4);
     __pyx_4 = 0;
-    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 165; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 166; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
@@ -375,20 +376,20 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
     arrayObject = ((PyArrayObject *)__pyx_4);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":166 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":167 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":167 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":168 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":168 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":169 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":169 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":170 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":170 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":171 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
         __pyx_L8:;
       }
@@ -397,43 +398,43 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":172 */
-      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 172; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":173 */
+      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 173; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":174 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":175 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":175 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
-        __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":176 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
+        __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
         Py_INCREF(__pyx_k60p);
         PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k60p);
-        __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         Py_DECREF(__pyx_4); __pyx_4 = 0;
         __Pyx_Raise(__pyx_3, 0, 0);
         Py_DECREF(__pyx_3); __pyx_3 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 175; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 176; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":176 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":177 */
       __pyx_5 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":177 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":178 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":178 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":179 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":179 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":180 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
         __pyx_L11:;
       }
@@ -443,7 +444,7 @@ static PyObject *__pyx_f_6mtrand_cont1_array(rk_state (*__pyx_v_state),double ((
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":180 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":181 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -490,38 +491,38 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":193 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":194 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":194 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":195 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_ob->nd == 0);
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":195 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":196 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":196 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":197 */
     __pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":197 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":198 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":199 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":200 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":200 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":201 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":201 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 201; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":202 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 202; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -529,37 +530,37 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":203 */
-      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 203; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":204 */
+      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":204 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 204; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":205 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 205; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":205 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":206 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":206 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":207 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":207 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":208 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":208 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":209 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":209 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":210 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":210 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":211 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L5:;
       }
@@ -570,19 +571,19 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":212 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":213 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
-    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
     __pyx_5 = 0;
-    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 212; goto __pyx_L1;}
+    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 213; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
@@ -590,20 +591,20 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":213 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":214 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":214 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":215 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":215 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":216 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":216 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":217 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":217 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":218 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
         __pyx_L8:;
       }
@@ -612,49 +613,49 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":219 */
-      __pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 219; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":220 */
+      __pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 220; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":220 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":221 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":221 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
-        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":222 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
+        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         Py_INCREF(__pyx_k61p);
         PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k61p);
-        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 221; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 222; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":222 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":223 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":223 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":224 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":224 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":225 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":225 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":226 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":226 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":227 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":227 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":228 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
         __pyx_L11:;
       }
@@ -664,7 +665,7 @@ static PyObject *__pyx_f_6mtrand_cont2_array(rk_state (*__pyx_v_state),double ((
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":228 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":229 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -713,10 +714,10 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":243 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":244 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":244 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":245 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_ob->nd == 0);
@@ -726,31 +727,31 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":245 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":246 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":246 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":247 */
     __pyx_v_ob_data = ((double (*))__pyx_v_ob->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":247 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":248 */
     __pyx_v_oc_data = ((double (*))__pyx_v_oc->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":248 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":249 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":250 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":251 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":251 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":252 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":252 */
-      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 252; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":253 */
+      __pyx_2 = PyFloat_FromDouble(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 253; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -758,40 +759,40 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":254 */
-      __pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 254; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":255 */
+      __pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":255 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 255; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":256 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_DOUBLE); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 256; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":256 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":257 */
       __pyx_v_array_data = ((double (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":257 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":258 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":258 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":259 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":259 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":260 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":260 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":261 */
         __pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":261 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":262 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":262 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":263 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L5:;
       }
@@ -802,19 +803,19 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":264 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":265 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
-    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_2, __pyx_n_float64); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_2, 1, __pyx_5);
     __pyx_5 = 0;
-    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 264; goto __pyx_L1;}
+    __pyx_5 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 265; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_5)));
@@ -822,20 +823,20 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
     arrayObject = ((PyArrayObject *)__pyx_5);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":265 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":266 */
     __pyx_v_array_data = ((double (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":266 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":267 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":267 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":268 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":268 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":269 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":269 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":270 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
         __pyx_L8:;
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@@ -844,49 +845,49 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":271 */
-      __pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 271; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":272 */
+      __pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_oa),((void (*))__pyx_v_ob),((void (*))__pyx_v_oc)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 272; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":273 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":274 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":274 */
-        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
-        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":275 */
+        __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
+        __pyx_5 = PyTuple_New(1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
         Py_INCREF(__pyx_k62p);
         PyTuple_SET_ITEM(__pyx_5, 0, __pyx_k62p);
-        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_5); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 274; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 275; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":275 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":276 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":276 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":277 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":277 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":278 */
         __pyx_v_ob_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":278 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":279 */
         __pyx_v_oc_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":279 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":280 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]),(__pyx_v_ob_data[0]),(__pyx_v_oc_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":280 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":281 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L11:;
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@@ -896,7 +897,7 @@ static PyObject *__pyx_f_6mtrand_cont3_array(rk_state (*__pyx_v_state),double ((
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":281 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":282 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -934,12 +935,12 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
   Py_INCREF(__pyx_v_size);
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":289 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":290 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":290 */
-    __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 290; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":291 */
+    __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 291; goto __pyx_L1;}
     __pyx_r = __pyx_2;
     __pyx_2 = 0;
     goto __pyx_L0;
@@ -947,17 +948,17 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
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   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":292 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":293 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 292; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 293; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -965,22 +966,22 @@ static PyObject *__pyx_f_6mtrand_disc0_array(rk_state (*__pyx_v_state),long ((*_
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":293 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":294 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":294 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":295 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":295 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":296 */
     for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":296 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":297 */
       (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state);
       __pyx_L3:;
     }
     __pyx_L4:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":297 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":298 */
     Py_INCREF(((PyObject *)arrayObject));
     __pyx_r = ((PyObject *)arrayObject);
     goto __pyx_L0;
@@ -1026,38 +1027,38 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
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   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":309 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":310 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":310 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":311 */
   __pyx_1 = (__pyx_v_on->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_op->nd == 0);
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":311 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":312 */
     __pyx_v_on_data = ((long (*))__pyx_v_on->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":312 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":313 */
     __pyx_v_op_data = ((double (*))__pyx_v_op->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":313 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":314 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":315 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":316 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":316 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":317 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":317 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 317; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":318 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 318; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -1065,37 +1066,37 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":319 */
-      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 319; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":320 */
+      __pyx_2 = PyArray_MultiIterNew(2,((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 320; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":320 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 320; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":321 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 321; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":321 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":322 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":322 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":323 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":323 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":324 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":324 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":325 */
         __pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":325 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":326 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":326 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":327 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L5:;
       }
@@ -1106,17 +1107,17 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":328 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":329 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
-    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
+    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 328; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 329; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_5); __pyx_5 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1124,20 +1125,20 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":329 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":330 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":330 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":331 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":331 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":332 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":332 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":333 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":333 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":334 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
         __pyx_L8:;
       }
@@ -1146,49 +1147,49 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":335 */
-      __pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 335; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":336 */
+      __pyx_4 = PyArray_MultiIterNew(3,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_op)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 336; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":336 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":337 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
       if (__pyx_1) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":337 */
-        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":338 */
+        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
         Py_INCREF(__pyx_k63p);
         PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k63p);
-        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 337; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 338; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":338 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":339 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":339 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":340 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":340 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":341 */
         __pyx_v_op_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":341 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":342 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_op_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":342 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":343 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":343 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":344 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,2);
         __pyx_L11:;
       }
@@ -1198,7 +1199,7 @@ static PyObject *__pyx_f_6mtrand_discnp_array(rk_state (*__pyx_v_state),long ((*
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":345 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":346 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -1247,10 +1248,10 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
   __pyx_v_multi = ((PyArrayMultiIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":359 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":360 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":360 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":361 */
   __pyx_1 = (__pyx_v_on->nd == 0);
   if (__pyx_1) {
     __pyx_1 = (__pyx_v_om->nd == 0);
@@ -1260,31 +1261,31 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   }
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":361 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":362 */
     __pyx_v_scalar = 1;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":362 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":363 */
     __pyx_v_on_data = ((long (*))__pyx_v_on->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":363 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":364 */
     __pyx_v_om_data = ((long (*))__pyx_v_om->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":364 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":365 */
     __pyx_v_oN_data = ((long (*))__pyx_v_oN->data);
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":366 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":367 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":367 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":368 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":368 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 368; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":369 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 369; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -1292,40 +1293,40 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":370 */
-      __pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 370; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":371 */
+      __pyx_2 = PyArray_MultiIterNew(3,((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 371; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":371 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 371; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":372 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_multi->nd,__pyx_v_multi->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 372; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":372 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":373 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":373 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":374 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":374 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":375 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,0));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":375 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":376 */
         __pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":376 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":377 */
         __pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":377 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":378 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":378 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":379 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L5:;
       }
@@ -1336,17 +1337,17 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":380 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
-    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":381 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
+    __pyx_4 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
-    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
+    __pyx_5 = PyTuple_New(2); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_5, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 380; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_4, __pyx_5); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 381; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_DECREF(__pyx_5); __pyx_5 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1354,20 +1355,20 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":381 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":382 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":382 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":383 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":383 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":384 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":384 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":385 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":385 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":386 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
         __pyx_L8:;
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@@ -1376,49 +1377,49 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":387 */
-      __pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 387; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":388 */
+      __pyx_4 = PyArray_MultiIterNew(4,((void (*))arrayObject),((void (*))__pyx_v_on),((void (*))__pyx_v_om),((void (*))__pyx_v_oN)); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 388; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_4)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_4);
       Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":389 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":390 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":390 */
-        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":391 */
+        __pyx_5 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         Py_INCREF(__pyx_k64p);
         PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k64p);
-        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        __pyx_4 = PyObject_CallObject(__pyx_5, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         Py_DECREF(__pyx_5); __pyx_5 = 0;
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         __Pyx_Raise(__pyx_4, 0, 0);
         Py_DECREF(__pyx_4); __pyx_4 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 390; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 391; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":391 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":392 */
       __pyx_3 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_3; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":392 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":393 */
         __pyx_v_on_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":393 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":394 */
         __pyx_v_om_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,2));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":394 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":395 */
         __pyx_v_oN_data = ((long (*))PyArray_MultiIter_DATA(__pyx_v_multi,3));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":395 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":396 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_on_data[0]),(__pyx_v_om_data[0]),(__pyx_v_oN_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":396 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":397 */
         PyArray_MultiIter_NEXT(__pyx_v_multi);
         __pyx_L11:;
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@@ -1428,7 +1429,7 @@ static PyObject *__pyx_f_6mtrand_discnmN_array(rk_state (*__pyx_v_state),long ((
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":398 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":399 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -1476,32 +1477,32 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
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   __pyx_v_itera = ((PyArrayIterObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":410 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":411 */
   __pyx_v_scalar = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":411 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":412 */
   __pyx_1 = (__pyx_v_oa->nd == 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":412 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":413 */
     __pyx_v_oa_data = ((double (*))__pyx_v_oa->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":413 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":414 */
     __pyx_v_scalar = 1;
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":415 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":416 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":416 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":417 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":417 */
-      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 417; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":418 */
+      __pyx_2 = PyInt_FromLong(__pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]))); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 418; goto __pyx_L1;}
       __pyx_r = __pyx_2;
       __pyx_2 = 0;
       goto __pyx_L0;
@@ -1509,33 +1510,33 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
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-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":419 */
-      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 419; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":420 */
+      __pyx_2 = PyArray_SimpleNew(__pyx_v_oa->nd,__pyx_v_oa->dimensions,NPY_LONG); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 420; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
       Py_DECREF(((PyObject *)arrayObject));
       arrayObject = ((PyArrayObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":420 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":421 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":421 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":422 */
       __pyx_v_array_data = ((long (*))arrayObject->data);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":422 */
-      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 422; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":423 */
+      __pyx_2 = PyArray_IterNew(((PyObject *)__pyx_v_oa)); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 423; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayIterObject *)__pyx_2)));
       Py_DECREF(((PyObject *)__pyx_v_itera));
       __pyx_v_itera = ((PyArrayIterObject *)__pyx_2);
       Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":423 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":424 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":424 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":425 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(((double (*))__pyx_v_itera->dataptr)[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":425 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":426 */
         PyArray_ITER_NEXT(__pyx_v_itera);
         __pyx_L5:;
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@@ -1546,17 +1547,17 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":427 */
-    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
-    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":428 */
+    __pyx_2 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
+    __pyx_3 = PyObject_GetAttr(__pyx_2, __pyx_n_empty); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 1, __pyx_2);
     __pyx_2 = 0;
-    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 427; goto __pyx_L1;}
+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 428; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
@@ -1564,20 +1565,20 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
     arrayObject = ((PyArrayObject *)__pyx_2);
     Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":428 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":429 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":429 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":430 */
     __pyx_1 = __pyx_v_scalar;
     if (__pyx_1) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":430 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":431 */
       __pyx_v_length = PyArray_SIZE(arrayObject);
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":431 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":432 */
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":432 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":433 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
         __pyx_L8:;
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@@ -1586,43 +1587,43 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
     }
     /*else*/ {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":434 */
-      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 434; goto __pyx_L1;}
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":435 */
+      __pyx_3 = PyArray_MultiIterNew(2,((void (*))arrayObject),((void (*))__pyx_v_oa)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 435; goto __pyx_L1;}
       Py_INCREF(((PyObject *)((PyArrayMultiIterObject *)__pyx_3)));
       Py_DECREF(((PyObject *)__pyx_v_multi));
       __pyx_v_multi = ((PyArrayMultiIterObject *)__pyx_3);
       Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":435 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":436 */
       __pyx_1 = (__pyx_v_multi->size != PyArray_SIZE(arrayObject));
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-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":436 */
-        __pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
-        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":437 */
+        __pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
+        __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         Py_INCREF(__pyx_k65p);
         PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k65p);
-        __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         Py_DECREF(__pyx_4); __pyx_4 = 0;
         Py_DECREF(__pyx_2); __pyx_2 = 0;
         __Pyx_Raise(__pyx_3, 0, 0);
         Py_DECREF(__pyx_3); __pyx_3 = 0;
-        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 436; goto __pyx_L1;}
+        {__pyx_filename = __pyx_f[0]; __pyx_lineno = 437; goto __pyx_L1;}
         goto __pyx_L10;
       }
       __pyx_L10:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":437 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":438 */
       __pyx_5 = __pyx_v_multi->size;
       for (__pyx_v_i = 0; __pyx_v_i < __pyx_5; ++__pyx_v_i) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":438 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":439 */
         __pyx_v_oa_data = ((double (*))PyArray_MultiIter_DATA(__pyx_v_multi,1));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":439 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":440 */
         (__pyx_v_array_data[__pyx_v_i]) = __pyx_v_func(__pyx_v_state,(__pyx_v_oa_data[0]));
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":440 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":441 */
         PyArray_MultiIter_NEXTi(__pyx_v_multi,1);
         __pyx_L11:;
       }
@@ -1632,7 +1633,7 @@ static PyObject *__pyx_f_6mtrand_discd_array(rk_state (*__pyx_v_state),long ((*_
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":441 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":442 */
   Py_INCREF(((PyObject *)arrayObject));
   __pyx_r = ((PyObject *)arrayObject);
   goto __pyx_L0;
@@ -1662,31 +1663,31 @@ static double __pyx_f_6mtrand_kahan_sum(double (*__pyx_v_darr),long __pyx_v_n) {
   long __pyx_v_i;
   double __pyx_r;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":446 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":447 */
   __pyx_v_sum = (__pyx_v_darr[0]);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":447 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":448 */
   __pyx_v_c = 0.0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":448 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":449 */
   for (__pyx_v_i = 1; __pyx_v_i < __pyx_v_n; ++__pyx_v_i) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":449 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":450 */
     __pyx_v_y = ((__pyx_v_darr[__pyx_v_i]) - __pyx_v_c);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":450 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":451 */
     __pyx_v_t = (__pyx_v_sum + __pyx_v_y);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":451 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":452 */
     __pyx_v_c = ((__pyx_v_t - __pyx_v_sum) - __pyx_v_y);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":452 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":453 */
     __pyx_v_sum = __pyx_v_t;
     __pyx_L2:;
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":453 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":454 */
   __pyx_r = __pyx_v_sum;
   goto __pyx_L0;
 
@@ -1711,15 +1712,15 @@ static int __pyx_f_6mtrand_11RandomState___init__(PyObject *__pyx_v_self, PyObje
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_seed);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":476 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":477 */
   ((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = ((rk_state (*))PyMem_Malloc((sizeof(rk_state ))));
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":478 */
-  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_seed); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":479 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_seed); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
   Py_INCREF(__pyx_v_seed);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_seed);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 478; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 479; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
@@ -1743,14 +1744,14 @@ static void __pyx_f_6mtrand_11RandomState___dealloc__(PyObject *__pyx_v_self) {
   int __pyx_1;
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":481 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":482 */
   __pyx_1 = (((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state != 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":482 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":483 */
     PyMem_Free(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":483 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":484 */
     ((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state = 0;
     goto __pyx_L2;
   }
@@ -1784,42 +1785,42 @@ static PyObject *__pyx_f_6mtrand_11RandomState_seed(PyObject *__pyx_v_self, PyOb
   Py_INCREF(__pyx_v_seed);
   arrayObject_obj = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":497 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":498 */
   __pyx_1 = __pyx_v_seed == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":498 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":499 */
     __pyx_v_errcode = rk_randomseed(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
     goto __pyx_L2;
   }
-  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
+  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
   Py_INCREF(__pyx_v_seed);
   PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_seed);
-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
-  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 499; goto __pyx_L1;}
+  __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
   __pyx_1 = __pyx_4 == __pyx_2;
   Py_DECREF(__pyx_4); __pyx_4 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":500 */
-    __pyx_5 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 500; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":501 */
+    __pyx_5 = PyInt_AsUnsignedLongMask(__pyx_v_seed); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 501; goto __pyx_L1;}
     rk_seed(__pyx_5,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
     goto __pyx_L2;
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":502 */
-    __pyx_3 = PyArray_ContiguousFromObject(__pyx_v_seed,NPY_LONG,1,1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 502; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":503 */
+    __pyx_3 = PyArray_ContiguousFromObject(__pyx_v_seed,NPY_LONG,1,1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 503; goto __pyx_L1;}
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
     Py_DECREF(((PyObject *)arrayObject_obj));
     arrayObject_obj = ((PyArrayObject *)__pyx_3);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":503 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":504 */
     init_by_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,((unsigned long (*))arrayObject_obj->data),(arrayObject_obj->dimensions[0]));
   }
   __pyx_L2:;
@@ -1856,18 +1857,18 @@ static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self,
   Py_INCREF(__pyx_v_self);
   arrayObject_state = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":512 */
-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":513 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_empty); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_1 = PyInt_FromLong(624); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
-  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(624); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
   PyTuple_SET_ITEM(__pyx_4, 0, __pyx_1);
   PyTuple_SET_ITEM(__pyx_4, 1, __pyx_3);
   __pyx_1 = 0;
   __pyx_3 = 0;
-  __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 512; goto __pyx_L1;}
+  __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 513; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_4); __pyx_4 = 0;
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
@@ -1875,12 +1876,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_get_state(PyObject *__pyx_v_self,
   arrayObject_state = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":513 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":514 */
   memcpy(((void (*))arrayObject_state->data),((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,(624 * (sizeof(long ))));
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":514 */
-  __pyx_3 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 514; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":515 */
+  __pyx_3 = PyInt_FromLong(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 515; goto __pyx_L1;}
   Py_INCREF(__pyx_n_MT19937);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_n_MT19937);
   Py_INCREF(((PyObject *)arrayObject_state));
@@ -1933,77 +1934,77 @@ static PyObject *__pyx_f_6mtrand_11RandomState_set_state(PyObject *__pyx_v_self,
   __pyx_v_algorithm_name = Py_None; Py_INCREF(Py_None);
   __pyx_v_key = Py_None; Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":525 */
-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 525; goto __pyx_L1;}
-  __pyx_2 = PyObject_GetItem(__pyx_v_state, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 525; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":526 */
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 526; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetItem(__pyx_v_state, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 526; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_v_algorithm_name);
   __pyx_v_algorithm_name = __pyx_2;
   __pyx_2 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":526 */
-  if (PyObject_Cmp(__pyx_v_algorithm_name, __pyx_n_MT19937, &__pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 526; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":527 */
+  if (PyObject_Cmp(__pyx_v_algorithm_name, __pyx_n_MT19937, &__pyx_3) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
   __pyx_3 = __pyx_3 != 0;
   if (__pyx_3) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":527 */
-    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":528 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
     Py_INCREF(__pyx_k68p);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k68p);
-    __pyx_4 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     __Pyx_Raise(__pyx_4, 0, 0);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 527; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":528 */
-  __pyx_1 = PySequence_GetSlice(__pyx_v_state, 1, 0x7fffffff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
-  __pyx_2 = __Pyx_UnpackItem(__pyx_1, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":529 */
+  __pyx_1 = PySequence_GetSlice(__pyx_v_state, 1, 0x7fffffff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
+  __pyx_2 = __Pyx_UnpackItem(__pyx_1, 0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
   Py_DECREF(__pyx_v_key);
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-  __pyx_4 = __Pyx_UnpackItem(__pyx_1, 1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
-  __pyx_3 = PyInt_AsLong(__pyx_4); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+  __pyx_4 = __Pyx_UnpackItem(__pyx_1, 1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
+  __pyx_3 = PyInt_AsLong(__pyx_4); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
   Py_DECREF(__pyx_4); __pyx_4 = 0;
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-  if (__Pyx_EndUnpack(__pyx_1, 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 528; goto __pyx_L1;}
+  if (__Pyx_EndUnpack(__pyx_1, 2) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 529; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":529 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":530 */
+  __pyx_4 = PyArray_ContiguousFromObject(__pyx_v_key,NPY_LONG,1,1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 530; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_4)));
   Py_DECREF(((PyObject *)arrayObject_obj));
   arrayObject_obj = ((PyArrayObject *)__pyx_4);
   Py_DECREF(__pyx_4); __pyx_4 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":530 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":531 */
   __pyx_3 = ((arrayObject_obj->dimensions[0]) != 624);
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":531 */
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":532 */
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
+    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
     Py_INCREF(__pyx_k69p);
     PyTuple_SET_ITEM(__pyx_1, 0, __pyx_k69p);
-    __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
+    __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     __Pyx_Raise(__pyx_4, 0, 0);
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 531; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 532; goto __pyx_L1;}
     goto __pyx_L3;
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":532 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":533 */
   memcpy(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->key,((void (*))arrayObject_obj->data),(624 * (sizeof(long ))));
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":533 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":534 */
   ((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state->pos = __pyx_v_pos;
 
   __pyx_r = Py_None; Py_INCREF(Py_None);
@@ -2033,10 +2034,10 @@ static PyObject *__pyx_f_6mtrand_11RandomState___getstate__(PyObject *__pyx_v_se
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "", __pyx_argnames)) return 0;
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":537 */
-  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; goto __pyx_L1;}
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 537; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":538 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 538; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 538; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 538; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   __pyx_r = __pyx_3;
@@ -2068,12 +2069,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState___setstate__(PyObject *__pyx_v_se
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_state);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":540 */
-  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_set_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 540; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 540; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":541 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_set_state); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; goto __pyx_L1;}
   Py_INCREF(__pyx_v_state);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_state);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 540; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 541; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
@@ -2107,19 +2108,19 @@ static PyObject *__pyx_f_6mtrand_11RandomState___reduce__(PyObject *__pyx_v_self
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "", __pyx_argnames)) return 0;
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":543 */
-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_random); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":544 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_random); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n___RandomState_ctor); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
+  __pyx_1 = PyObject_GetAttr(__pyx_2, __pyx_n___RandomState_ctor); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
-  __pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
-  __pyx_4 = PyTuple_New(0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
-  __pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_v_self, __pyx_n_get_state); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
+  __pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_4); __pyx_4 = 0;
-  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 543; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 544; goto __pyx_L1;}
   PyTuple_SET_ITEM(__pyx_3, 0, __pyx_1);
   PyTuple_SET_ITEM(__pyx_3, 1, __pyx_2);
   PyTuple_SET_ITEM(__pyx_3, 2, __pyx_5);
@@ -2157,8 +2158,8 @@ static PyObject *__pyx_f_6mtrand_11RandomState_random_sample(PyObject *__pyx_v_s
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_size);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":551 */
-  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_double,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 551; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":552 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_double,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 552; goto __pyx_L1;}
   __pyx_r = __pyx_1;
   __pyx_1 = 0;
   goto __pyx_L0;
@@ -2187,8 +2188,8 @@ static PyObject *__pyx_f_6mtrand_11RandomState_tomaxint(PyObject *__pyx_v_self,
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_size);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":558 */
-  __pyx_1 = __pyx_f_6mtrand_disc0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_long,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 558; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":559 */
+  __pyx_1 = __pyx_f_6mtrand_disc0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_long,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 559; goto __pyx_L1;}
   __pyx_r = __pyx_1;
   __pyx_1 = 0;
   goto __pyx_L0;
@@ -2238,58 +2239,58 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
   Py_INCREF(__pyx_v_size);
   arrayObject = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":573 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":574 */
   __pyx_1 = __pyx_v_high == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":574 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":575 */
     __pyx_v_lo = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":575 */
-    __pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 575; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":576 */
+    __pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 576; goto __pyx_L1;}
     __pyx_v_hi = __pyx_2;
     goto __pyx_L2;
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":577 */
-    __pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 577; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":578 */
+    __pyx_2 = PyInt_AsLong(__pyx_v_low); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
     __pyx_v_lo = __pyx_2;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":578 */
-    __pyx_2 = PyInt_AsLong(__pyx_v_high); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 578; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":579 */
+    __pyx_2 = PyInt_AsLong(__pyx_v_high); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 579; goto __pyx_L1;}
     __pyx_v_hi = __pyx_2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":580 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":581 */
   __pyx_v_diff = ((__pyx_v_hi - __pyx_v_lo) - 1);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":581 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":582 */
   __pyx_1 = (__pyx_v_diff < 0);
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":582 */
-    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":583 */
+    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 583; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(1); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 583; goto __pyx_L1;}
     Py_INCREF(__pyx_k70p);
     PyTuple_SET_ITEM(__pyx_4, 0, __pyx_k70p);
-    __pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
+    __pyx_5 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 583; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     __Pyx_Raise(__pyx_5, 0, 0);
     Py_DECREF(__pyx_5); __pyx_5 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 582; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 583; goto __pyx_L1;}
     goto __pyx_L3;
   }
   __pyx_L3:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":584 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":585 */
   __pyx_1 = __pyx_v_size == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":585 */
-    __pyx_3 = PyLong_FromUnsignedLong((rk_interval(__pyx_v_diff,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state) + __pyx_v_lo)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 585; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":586 */
+    __pyx_3 = PyLong_FromUnsignedLong((rk_interval(__pyx_v_diff,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state) + __pyx_v_lo)); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 586; goto __pyx_L1;}
     __pyx_r = __pyx_3;
     __pyx_3 = 0;
     goto __pyx_L0;
@@ -2297,17 +2298,17 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":587 */
-    __pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
-    __pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_empty); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":588 */
+    __pyx_4 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
+    __pyx_5 = PyObject_GetAttr(__pyx_4, __pyx_n_empty); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
     Py_DECREF(__pyx_4); __pyx_4 = 0;
-    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
-    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
+    __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
+    __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_4, 1, __pyx_3);
     __pyx_3 = 0;
-    __pyx_3 = PyObject_CallObject(__pyx_5, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 587; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_5, __pyx_4); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 588; goto __pyx_L1;}
     Py_DECREF(__pyx_5); __pyx_5 = 0;
     Py_DECREF(__pyx_4); __pyx_4 = 0;
     Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_3)));
@@ -2315,22 +2316,22 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randint(PyObject *__pyx_v_self, P
     arrayObject = ((PyArrayObject *)__pyx_3);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":588 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":589 */
     __pyx_v_length = PyArray_SIZE(arrayObject);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":589 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":590 */
     __pyx_v_array_data = ((long (*))arrayObject->data);
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":590 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":591 */
     for (__pyx_v_i = 0; __pyx_v_i < __pyx_v_length; ++__pyx_v_i) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":591 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":592 */
       (__pyx_v_array_data[__pyx_v_i]) = (__pyx_v_lo + ((long )rk_interval(__pyx_v_diff,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state)));
       __pyx_L5:;
     }
     __pyx_L6:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":592 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":593 */
     Py_INCREF(((PyObject *)arrayObject));
     __pyx_r = ((PyObject *)arrayObject);
     goto __pyx_L0;
@@ -2367,22 +2368,22 @@ static PyObject *__pyx_f_6mtrand_11RandomState_bytes(PyObject *__pyx_v_self, PyO
   Py_INCREF(__pyx_v_self);
   __pyx_v_bytestring = Py_None; Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":600 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":601 */
   __pyx_v_bytes = PyMem_Malloc(__pyx_v_length);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":601 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":602 */
   rk_fill(__pyx_v_bytes,__pyx_v_length,((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":602 */
-  __pyx_1 = PyString_FromStringAndSize(((char (*))__pyx_v_bytes),__pyx_v_length); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 602; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":603 */
+  __pyx_1 = PyString_FromStringAndSize(((char (*))__pyx_v_bytes),__pyx_v_length); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 603; goto __pyx_L1;}
   Py_DECREF(__pyx_v_bytestring);
   __pyx_v_bytestring = __pyx_1;
   __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":603 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":604 */
   PyMem_Free(__pyx_v_bytes);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":604 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":605 */
   Py_INCREF(__pyx_v_bytestring);
   __pyx_r = __pyx_v_bytestring;
   goto __pyx_L0;
@@ -2429,48 +2430,48 @@ static PyObject *__pyx_f_6mtrand_11RandomState_uniform(PyObject *__pyx_v_self, P
   __pyx_v_odiff = ((PyArrayObject *)Py_None); Py_INCREF(Py_None);
   __pyx_v_temp = Py_None; Py_INCREF(Py_None);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":615 */
-  __pyx_1 = PyArray_FROM_OTF(__pyx_v_low,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 615; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":616 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_low,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 616; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_olow));
   __pyx_v_olow = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":616 */
-  __pyx_1 = PyArray_FROM_OTF(__pyx_v_high,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 616; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":617 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_high,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_ohigh));
   __pyx_v_ohigh = ((PyArrayObject *)__pyx_1);
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":617 */
-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_subtract); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":618 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 618; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_subtract); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 618; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
+  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 618; goto __pyx_L1;}
   Py_INCREF(((PyObject *)__pyx_v_ohigh));
   PyTuple_SET_ITEM(__pyx_1, 0, ((PyObject *)__pyx_v_ohigh));
   Py_INCREF(((PyObject *)__pyx_v_olow));
   PyTuple_SET_ITEM(__pyx_1, 1, ((PyObject *)__pyx_v_olow));
-  __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 617; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 618; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_v_temp);
   __pyx_v_temp = __pyx_3;
   __pyx_3 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":618 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":619 */
   Py_INCREF(__pyx_v_temp);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":620 */
-  __pyx_2 = PyArray_EnsureArray(__pyx_v_temp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 620; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":621 */
+  __pyx_2 = PyArray_EnsureArray(__pyx_v_temp); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 621; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_2)));
   Py_DECREF(((PyObject *)__pyx_v_odiff));
   __pyx_v_odiff = ((PyArrayObject *)__pyx_2);
   Py_DECREF(__pyx_2); __pyx_2 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":621 */
-  __pyx_1 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_uniform,__pyx_v_size,__pyx_v_olow,__pyx_v_odiff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 621; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":622 */
+  __pyx_1 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_uniform,__pyx_v_size,__pyx_v_olow,__pyx_v_odiff); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 622; goto __pyx_L1;}
   __pyx_r = __pyx_1;
   __pyx_1 = 0;
   goto __pyx_L0;
@@ -2519,25 +2520,25 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyOb
   }
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":634 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":635 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
   Py_INCREF(__pyx_v_args);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_args);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
-  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 634; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
+  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
   __pyx_4 = __pyx_4 == 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   if (__pyx_4) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":635 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
-    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 635; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":636 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 636; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     __pyx_r = __pyx_1;
@@ -2547,12 +2548,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rand(PyObject *__pyx_v_self, PyOb
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":637 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
-    __pyx_1 = PyDict_New(); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
-    if (PyDict_SetItem(__pyx_1, __pyx_n_size, __pyx_v_args) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
-    __pyx_5 = PyEval_CallObjectWithKeywords(__pyx_2, __pyx_3, __pyx_1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 637; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":638 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_random_sample); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 638; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 638; goto __pyx_L1;}
+    __pyx_1 = PyDict_New(); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 638; goto __pyx_L1;}
+    if (PyDict_SetItem(__pyx_1, __pyx_n_size, __pyx_v_args) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 638; goto __pyx_L1;}
+    __pyx_5 = PyEval_CallObjectWithKeywords(__pyx_2, __pyx_3, __pyx_1); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 638; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     Py_DECREF(__pyx_1); __pyx_1 = 0;
@@ -2598,25 +2599,25 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randn(PyObject *__pyx_v_self, PyO
   }
   Py_INCREF(__pyx_v_self);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":649 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":650 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
   Py_INCREF(__pyx_v_args);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_args);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
-  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 649; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
+  if (PyObject_Cmp(__pyx_3, __pyx_1, &__pyx_4) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
   __pyx_4 = __pyx_4 == 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   if (__pyx_4) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":650 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
-    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 650; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":651 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 651; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 651; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 651; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     __pyx_r = __pyx_1;
@@ -2626,12 +2627,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_randn(PyObject *__pyx_v_self, PyO
   }
   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":652 */
-    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":653 */
+    __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_standard_normal); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 653; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 653; goto __pyx_L1;}
     Py_INCREF(__pyx_v_args);
     PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_args);
-    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 652; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 653; goto __pyx_L1;}
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     Py_DECREF(__pyx_3); __pyx_3 = 0;
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@@ -2676,17 +2677,17 @@ static PyObject *__pyx_f_6mtrand_11RandomState_random_integers(PyObject *__pyx_v
   Py_INCREF(__pyx_v_high);
   Py_INCREF(__pyx_v_size);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":661 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":662 */
   __pyx_1 = __pyx_v_high == Py_None;
   if (__pyx_1) {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":662 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":663 */
     Py_INCREF(__pyx_v_low);
     Py_DECREF(__pyx_v_high);
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":663 */
-    __pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 663; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":664 */
+    __pyx_2 = PyInt_FromLong(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
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@@ -2694,19 +2695,19 @@ static PyObject *__pyx_f_6mtrand_11RandomState_random_integers(PyObject *__pyx_v
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":664 */
-  __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_randint); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
-  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
-  __pyx_4 = PyNumber_Add(__pyx_v_high, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":665 */
+  __pyx_2 = PyObject_GetAttr(__pyx_v_self, __pyx_n_randint); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
+  __pyx_3 = PyInt_FromLong(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
+  __pyx_4 = PyNumber_Add(__pyx_v_high, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
   Py_DECREF(__pyx_3); __pyx_3 = 0;
-  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(3); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
   Py_INCREF(__pyx_v_low);
   PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_low);
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   Py_INCREF(__pyx_v_size);
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-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 664; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 665; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
   __pyx_r = __pyx_4;
@@ -2741,8 +2742,8 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_normal(PyObject *__pyx_v
   Py_INCREF(__pyx_v_self);
   Py_INCREF(__pyx_v_size);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":672 */
-  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gauss,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 672; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":673 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gauss,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 673; goto __pyx_L1;}
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@@ -2792,63 +2793,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_normal(PyObject *__pyx_v_self, Py
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":681 */
-  __pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 681; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":682 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 682; goto __pyx_L1;}
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   Py_DECREF(((PyObject *)__pyx_v_oloc));
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":683 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_oscale));
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":683 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":684 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
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-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
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-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
+  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
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-  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
   Py_DECREF(__pyx_3); __pyx_3 = 0;
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
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   __pyx_1 = 0;
-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 683; goto __pyx_L1;}
+  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
   Py_DECREF(__pyx_4); __pyx_4 = 0;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":684 */
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":685 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
     Py_INCREF(__pyx_k72p);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k72p);
-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     __Pyx_Raise(__pyx_3, 0, 0);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 684; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":685 */
-  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_normal,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 685; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":686 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_normal,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 686; goto __pyx_L1;}
   __pyx_r = __pyx_4;
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   goto __pyx_L0;
@@ -2902,104 +2903,104 @@ static PyObject *__pyx_f_6mtrand_11RandomState_beta(PyObject *__pyx_v_self, PyOb
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":694 */
-  __pyx_1 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 694; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":695 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_a,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 695; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_oa));
   __pyx_v_oa = ((PyArrayObject *)__pyx_1);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":695 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":696 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_b,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 696; goto __pyx_L1;}
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_ob));
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+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 698; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 697; goto __pyx_L1;}
-  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 697; goto __pyx_L1;}
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 698; goto __pyx_L1;}
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-  __pyx_1 = PyInt_FromLong(0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 697; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 700; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":701 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":702 */
+  __pyx_2 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_beta,__pyx_v_size,__pyx_v_oa,__pyx_v_ob); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 702; goto __pyx_L1;}
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@@ -3048,56 +3049,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_exponential(PyObject *__pyx_v_sel
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 711; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 711; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":712 */
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+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 712; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 712; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 711; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 712; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":712 */
-  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_exponential,__pyx_v_size,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 712; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":713 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_exponential,__pyx_v_size,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 713; goto __pyx_L1;}
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@@ -3131,8 +3132,8 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_exponential(PyObject *__
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":719 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":720 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_standard_exponential,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 720; goto __pyx_L1;}
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@@ -3173,56 +3174,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_gamma(PyObject *__pyx_v_
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":728 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 729; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":731 */
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 741; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 742; goto __pyx_L1;}
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-  __pyx_2 = PyTuple_New(2); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 743; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_3, __pyx_2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
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+  __pyx_2 = PyObject_CallObject(__pyx_1, __pyx_3); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_2); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 743; goto __pyx_L1;}
+  __pyx_5 = PyObject_IsTrue(__pyx_2); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
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-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":745 */
+    __pyx_4 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 745; goto __pyx_L1;}
+    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 745; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 745; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 744; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 745; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":745 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":746 */
+  __pyx_2 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gamma,__pyx_v_size,__pyx_v_oshape,__pyx_v_oscale); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 746; goto __pyx_L1;}
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@@ -3426,104 +3427,104 @@ static PyObject *__pyx_f_6mtrand_11RandomState_f(PyObject *__pyx_v_self, PyObjec
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 791; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":792 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":793 */
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@@ -3881,104 +3882,104 @@ static PyObject *__pyx_f_6mtrand_11RandomState_noncentral_chisquare(PyObject *__
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-    __pyx_1 = PyTuple_New(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 806; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":807 */
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+    __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 807; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 806; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 807; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":807 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":808 */
+  __pyx_2 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_noncentral_chisquare,__pyx_v_size,__pyx_v_odf,__pyx_v_ononc); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 808; goto __pyx_L1;}
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@@ -4014,8 +4015,8 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_cauchy(PyObject *__pyx_v
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":816 */
+  __pyx_1 = __pyx_f_6mtrand_cont0_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_standard_cauchy,__pyx_v_size); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 816; goto __pyx_L1;}
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@@ -4056,56 +4057,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_standard_t(PyObject *__pyx_v_self
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 824; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 824; goto __pyx_L1;}
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":826 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 826; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 826; goto __pyx_L1;}
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     Py_DECREF(__pyx_2); __pyx_2 = 0;
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     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 825; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 826; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":826 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":827 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_standard_t,__pyx_v_size,__pyx_v_odf); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 827; goto __pyx_L1;}
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@@ -4155,63 +4156,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_vonmises(PyObject *__pyx_v_self,
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":836 */
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   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_1)));
   Py_DECREF(((PyObject *)__pyx_v_okappa));
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-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
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-  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
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-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 838; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":840 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; goto __pyx_L1;}
     Py_INCREF(__pyx_k88p);
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-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     __Pyx_Raise(__pyx_3, 0, 0);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 839; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 840; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":840 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":841 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_vonmises,__pyx_v_size,__pyx_v_omu,__pyx_v_okappa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 841; goto __pyx_L1;}
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@@ -4259,56 +4260,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_pareto(PyObject *__pyx_v_self, Py
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":849 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":850 */
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+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 849; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":851 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 851; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 851; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 851; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 850; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 851; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":851 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":852 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_pareto,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 852; goto __pyx_L1;}
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@@ -4353,58 +4354,58 @@ static PyObject *__pyx_f_6mtrand_11RandomState_weibull(PyObject *__pyx_v_self, P
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+  __pyx_1 = PyFloat_FromDouble(__pyx_v_a); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
+  __pyx_2 = PyArray_FROM_OTF(__pyx_1,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 860; goto __pyx_L1;}
+  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":862 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
     Py_INCREF(__pyx_k90p);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_k90p);
-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
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     Py_DECREF(__pyx_2); __pyx_2 = 0;
     __Pyx_Raise(__pyx_3, 0, 0);
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 861; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
     goto __pyx_L2;
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":862 */
-  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_weibull,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 862; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":863 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_weibull,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 863; goto __pyx_L1;}
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@@ -4448,58 +4449,58 @@ static PyObject *__pyx_f_6mtrand_11RandomState_power(PyObject *__pyx_v_self, PyO
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-  __pyx_2 = PyArray_FROM_OTF(__pyx_1,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 870; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":871 */
+  __pyx_1 = PyFloat_FromDouble(__pyx_v_a); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
+  __pyx_2 = PyArray_FROM_OTF(__pyx_1,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":872 */
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+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
-  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 871; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":873 */
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+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 873; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 873; goto __pyx_L1;}
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     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 872; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 873; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":873 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":874 */
+  __pyx_4 = __pyx_f_6mtrand_cont1_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_power,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 874; goto __pyx_L1;}
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@@ -4550,63 +4551,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_laplace(PyObject *__pyx_v_self, P
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-  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 882; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":883 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 883; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":884 */
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 884; goto __pyx_L1;}
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":886 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
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     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 885; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":886 */
-  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_laplace,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 886; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":887 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_laplace,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 887; goto __pyx_L1;}
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@@ -4660,63 +4661,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_gumbel(PyObject *__pyx_v_self, Py
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-  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 895; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":896 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
+  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
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-  __pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
-  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 896; goto __pyx_L1;}
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+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":898 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 897; goto __pyx_L1;}
+  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":898 */
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":899 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 899; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 899; goto __pyx_L1;}
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-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 899; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 898; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 899; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":899 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":900 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_gumbel,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 900; goto __pyx_L1;}
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@@ -4770,63 +4771,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_logistic(PyObject *__pyx_v_self,
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-  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 908; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":909 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_loc,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 909; goto __pyx_L1;}
+  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 909; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":910 */
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+  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":911 */
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 910; goto __pyx_L1;}
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":912 */
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 911; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":912 */
-  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logistic,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 912; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":913 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_logistic,__pyx_v_size,__pyx_v_oloc,__pyx_v_oscale); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 913; goto __pyx_L1;}
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@@ -4880,63 +4881,63 @@ static PyObject *__pyx_f_6mtrand_11RandomState_lognormal(PyObject *__pyx_v_self,
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":927 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_mean,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 927; goto __pyx_L1;}
+  if (!__Pyx_TypeTest(__pyx_1, __pyx_ptype_6mtrand_ndarray)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 927; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
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-  __pyx_4 = PyTuple_New(2); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
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+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
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-  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 928; goto __pyx_L1;}
+  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
   Py_DECREF(__pyx_4); __pyx_4 = 0;
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":930 */
+    __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
     Py_INCREF(__pyx_k95p);
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-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 929; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":930 */
-  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_lognormal,__pyx_v_size,__pyx_v_omean,__pyx_v_osigma); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 930; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":931 */
+  __pyx_4 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_lognormal,__pyx_v_size,__pyx_v_omean,__pyx_v_osigma); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 931; goto __pyx_L1;}
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@@ -4985,56 +4986,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_rayleigh(PyObject *__pyx_v_self,
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":939 */
+  __pyx_1 = PyArray_FROM_OTF(__pyx_v_scale,NPY_DOUBLE,NPY_ALIGNED); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":939 */
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-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":940 */
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+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_any); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
+  __pyx_3 = PyObject_GetAttr(__pyx_1, __pyx_n_less_equal); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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-  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
+  __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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+  __pyx_4 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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-  __pyx_5 = PyObject_IsTrue(__pyx_4); if (__pyx_5 < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 939; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 940; goto __pyx_L1;}
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+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":956 */
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+    __pyx_3 = PyObject_CallObject(__pyx_4, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 956; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 955; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":956 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":957 */
+  __pyx_2 = __pyx_f_6mtrand_cont2_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_wald,__pyx_v_size,__pyx_v_omean,__pyx_v_oscale); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 957; goto __pyx_L1;}
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@@ -5243,149 +5244,149 @@ static PyObject *__pyx_f_6mtrand_11RandomState_triangular(PyObject *__pyx_v_self
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":968 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":969 */
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1024; goto __pyx_L1;}
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@@ -5919,56 +5920,56 @@ static PyObject *__pyx_f_6mtrand_11RandomState_zipf(PyObject *__pyx_v_self, PyOb
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-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1035; goto __pyx_L1;}
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+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1036; goto __pyx_L1;}
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-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1035; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1036 */
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+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1037 */
+  __pyx_4 = __pyx_f_6mtrand_discd_array(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,rk_zipf,__pyx_v_size,__pyx_v_oa); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1037; goto __pyx_L1;}
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+  __pyx_1 = PyObject_CallObject(__pyx_3, __pyx_4); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1047; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1114 */
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+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
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-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_4 = PyInt_AsLong(__pyx_3); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1168; goto __pyx_L1;}
+  __pyx_4 = PyInt_AsLong(__pyx_3); if (PyErr_Occurred()) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1169 */
-  __pyx_1 = PyArray_ContiguousFromObject(__pyx_v_pvals,NPY_DOUBLE,1,1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1169; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1170 */
+  __pyx_1 = PyArray_ContiguousFromObject(__pyx_v_pvals,NPY_DOUBLE,1,1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1170; goto __pyx_L1;}
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   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1170 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1171 */
   __pyx_v_pix = ((double (*))arrayObject_parr->data);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1172 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1173 */
   __pyx_5 = (__pyx_f_6mtrand_kahan_sum(__pyx_v_pix,(__pyx_v_d - 1)) > 1.0);
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1173 */
-    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1174 */
+    __pyx_2 = __Pyx_GetName(__pyx_b, __pyx_n_ValueError); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; goto __pyx_L1;}
     Py_INCREF(__pyx_k123p);
     PyTuple_SET_ITEM(__pyx_3, 0, __pyx_k123p);
-    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
+    __pyx_1 = PyObject_CallObject(__pyx_2, __pyx_3); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_3); __pyx_3 = 0;
     __Pyx_Raise(__pyx_1, 0, 0);
     Py_DECREF(__pyx_1); __pyx_1 = 0;
-    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1173; goto __pyx_L1;}
+    {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1174; goto __pyx_L1;}
     goto __pyx_L2;
   }
   __pyx_L2:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1175 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1176 */
   __pyx_5 = __pyx_v_size == Py_None;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1176 */
-    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1176; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1177 */
+    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
     PyTuple_SET_ITEM(__pyx_3, 0, __pyx_2);
     __pyx_2 = 0;
     Py_DECREF(__pyx_v_shape);
@@ -7071,22 +7072,22 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
     __pyx_3 = 0;
     goto __pyx_L3;
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-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_type); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
   Py_INCREF(__pyx_v_size);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_size);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
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-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1177; goto __pyx_L1;}
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
   __pyx_5 = __pyx_3 == __pyx_1;
   Py_DECREF(__pyx_3); __pyx_3 = 0;
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1178 */
-    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
-    __pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1178; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1179 */
+    __pyx_2 = PyInt_FromLong(__pyx_v_d); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; goto __pyx_L1;}
+    __pyx_3 = PyTuple_New(2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1179; goto __pyx_L1;}
     Py_INCREF(__pyx_v_size);
     PyTuple_SET_ITEM(__pyx_3, 0, __pyx_v_size);
     PyTuple_SET_ITEM(__pyx_3, 1, __pyx_2);
@@ -7098,12 +7099,12 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
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   /*else*/ {
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1180 */
-    __pyx_1 = PyInt_FromLong(__pyx_v_d); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1181 */
+    __pyx_1 = PyInt_FromLong(__pyx_v_d); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1181; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1181; goto __pyx_L1;}
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_1);
     __pyx_1 = 0;
-    __pyx_3 = PyNumber_Add(__pyx_v_size, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1180; goto __pyx_L1;}
+    __pyx_3 = PyNumber_Add(__pyx_v_size, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1181; goto __pyx_L1;}
     Py_DECREF(__pyx_2); __pyx_2 = 0;
     Py_DECREF(__pyx_v_shape);
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@@ -7111,88 +7112,88 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1182 */
-  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
-  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_zeros); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1183 */
+  __pyx_1 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1183; goto __pyx_L1;}
+  __pyx_2 = PyObject_GetAttr(__pyx_1, __pyx_n_zeros); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1183; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
-  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
-  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
+  __pyx_3 = __Pyx_GetName(__pyx_b, __pyx_n_int); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1183; goto __pyx_L1;}
+  __pyx_1 = PyTuple_New(2); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1183; goto __pyx_L1;}
   Py_INCREF(__pyx_v_shape);
   PyTuple_SET_ITEM(__pyx_1, 0, __pyx_v_shape);
   PyTuple_SET_ITEM(__pyx_1, 1, __pyx_3);
   __pyx_3 = 0;
-  __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1182; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_2, __pyx_1); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1183; goto __pyx_L1;}
   Py_DECREF(__pyx_2); __pyx_2 = 0;
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_v_multin);
   __pyx_v_multin = __pyx_3;
   __pyx_3 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1183 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1184 */
   Py_INCREF(((PyObject *)((PyArrayObject *)__pyx_v_multin)));
   Py_DECREF(((PyObject *)arrayObject_mnarr));
   arrayObject_mnarr = ((PyArrayObject *)__pyx_v_multin);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1184 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1185 */
   __pyx_v_mnix = ((long (*))arrayObject_mnarr->data);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1185 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1186 */
   __pyx_v_i = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1186 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1187 */
   while (1) {
     __pyx_L4:;
     __pyx_5 = (__pyx_v_i < PyArray_SIZE(arrayObject_mnarr));
     if (!__pyx_5) break;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1187 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1188 */
     __pyx_v_Sum = 1.0;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1188 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
     __pyx_v_dn = __pyx_v_n;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1189 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
     __pyx_4 = (__pyx_v_d - 1);
     for (__pyx_v_j = 0; __pyx_v_j < __pyx_4; ++__pyx_v_j) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1190 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
       (__pyx_v_mnix[(__pyx_v_i + __pyx_v_j)]) = rk_binomial(((struct __pyx_obj_6mtrand_RandomState *)__pyx_v_self)->internal_state,__pyx_v_dn,((__pyx_v_pix[__pyx_v_j]) / __pyx_v_Sum));
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1191 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1192 */
       __pyx_v_dn = (__pyx_v_dn - (__pyx_v_mnix[(__pyx_v_i + __pyx_v_j)]));
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1192 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1193 */
       __pyx_5 = (__pyx_v_dn <= 0);
       if (__pyx_5) {
 
-        /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1193 */
+        /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
         goto __pyx_L7;
         goto __pyx_L8;
       }
       __pyx_L8:;
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1194 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1195 */
       __pyx_v_Sum = (__pyx_v_Sum - (__pyx_v_pix[__pyx_v_j]));
       __pyx_L6:;
     }
     __pyx_L7:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1195 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1196 */
     __pyx_5 = (__pyx_v_dn > 0);
     if (__pyx_5) {
 
-      /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1196 */
+      /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1197 */
       (__pyx_v_mnix[((__pyx_v_i + __pyx_v_d) - 1)]) = __pyx_v_dn;
       goto __pyx_L9;
     }
     __pyx_L9:;
 
-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1198 */
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1199 */
     __pyx_v_i = (__pyx_v_i + __pyx_v_d);
   }
   __pyx_L5:;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1200 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1201 */
   Py_INCREF(__pyx_v_multin);
   __pyx_r = __pyx_v_multin;
   goto __pyx_L0;
@@ -7216,75 +7217,229 @@ static PyObject *__pyx_f_6mtrand_11RandomState_multinomial(PyObject *__pyx_v_sel
   return __pyx_r;
 }
 
+static PyObject *__pyx_n_hasattr;
+static PyObject *__pyx_n_copy;
+
+
 static PyObject *__pyx_f_6mtrand_11RandomState_shuffle(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds); /*proto*/
 static char __pyx_doc_6mtrand_11RandomState_shuffle[] = "Modify a sequence in-place by shuffling its contents.\n        \n        shuffle(x)\n        ";
 static PyObject *__pyx_f_6mtrand_11RandomState_shuffle(PyObject *__pyx_v_self, PyObject *__pyx_args, PyObject *__pyx_kwds) {
   PyObject *__pyx_v_x = 0;
   long __pyx_v_i;
   long __pyx_v_j;
+  int __pyx_v_copy;
   PyObject *__pyx_r;
   PyObject *__pyx_1 = 0;
   PyObject *__pyx_2 = 0;
   PyObject *__pyx_3 = 0;
   long __pyx_4;
   int __pyx_5;
+  PyObject *__pyx_6 = 0;
   static char *__pyx_argnames[] = {"x",0};
   if (!PyArg_ParseTupleAndKeywords(__pyx_args, __pyx_kwds, "O", __pyx_argnames, &__pyx_v_x)) return 0;
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   Py_INCREF(__pyx_v_x);
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1211 */
-  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1212 */
+  __pyx_1 = __Pyx_GetName(__pyx_b, __pyx_n_len); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1212; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1212; goto __pyx_L1;}
   Py_INCREF(__pyx_v_x);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1212; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
   Py_DECREF(__pyx_2); __pyx_2 = 0;
-  __pyx_1 = PyInt_FromLong(1); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
-  __pyx_2 = PyNumber_Subtract(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1211; goto __pyx_L1;}
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+    __pyx_2 = PyObject_CallObject(__pyx_3, __pyx_1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1245; goto __pyx_L1;}
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     Py_DECREF(__pyx_v_arr);
@@ -7342,14 +7497,14 @@ static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_sel
   }
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-    /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1226 */
-    __pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
-    __pyx_1 = PyObject_GetAttr(__pyx_3, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+    /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1247 */
+    __pyx_3 = __Pyx_GetName(__pyx_m, __pyx_n__sp); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; goto __pyx_L1;}
+    __pyx_1 = PyObject_GetAttr(__pyx_3, __pyx_n_array); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; goto __pyx_L1;}
     Py_DECREF(__pyx_3); __pyx_3 = 0;
-    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+    __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; goto __pyx_L1;}
     Py_INCREF(__pyx_v_x);
     PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_x);
-    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1226; goto __pyx_L1;}
+    __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1247; goto __pyx_L1;}
     Py_DECREF(__pyx_1); __pyx_1 = 0;
     Py_DECREF(__pyx_2); __pyx_2 = 0;
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@@ -7358,17 +7513,17 @@ static PyObject *__pyx_f_6mtrand_11RandomState_permutation(PyObject *__pyx_v_sel
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1227 */
-  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_shuffle); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
-  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1248 */
+  __pyx_1 = PyObject_GetAttr(__pyx_v_self, __pyx_n_shuffle); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1248; goto __pyx_L1;}
+  __pyx_2 = PyTuple_New(1); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1248; goto __pyx_L1;}
   Py_INCREF(__pyx_v_arr);
   PyTuple_SET_ITEM(__pyx_2, 0, __pyx_v_arr);
-  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1227; goto __pyx_L1;}
+  __pyx_3 = PyObject_CallObject(__pyx_1, __pyx_2); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1248; goto __pyx_L1;}
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   Py_DECREF(__pyx_3); __pyx_3 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":1228 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":1249 */
   Py_INCREF(__pyx_v_arr);
   __pyx_r = __pyx_v_arr;
   goto __pyx_L0;
@@ -7403,6 +7558,7 @@ static __Pyx_InternTabEntry __pyx_intern_tab[] = {
   {&__pyx_n_binomial, "binomial"},
   {&__pyx_n_bytes, "bytes"},
   {&__pyx_n_chisquare, "chisquare"},
+  {&__pyx_n_copy, "copy"},
   {&__pyx_n_dot, "dot"},
   {&__pyx_n_empty, "empty"},
   {&__pyx_n_equal, "equal"},
@@ -7414,6 +7570,7 @@ static __Pyx_InternTabEntry __pyx_intern_tab[] = {
   {&__pyx_n_get_state, "get_state"},
   {&__pyx_n_greater, "greater"},
   {&__pyx_n_gumbel, "gumbel"},
+  {&__pyx_n_hasattr, "hasattr"},
   {&__pyx_n_hypergeometric, "hypergeometric"},
   {&__pyx_n_int, "int"},
   {&__pyx_n_isinstance, "isinstance"},
@@ -7762,560 +7919,560 @@ PyMODINIT_FUNC initmtrand(void) {
   PyObject *__pyx_18 = 0;
   __pyx_init_filenames();
   __pyx_m = Py_InitModule4("mtrand", __pyx_methods, 0, 0, PYTHON_API_VERSION);
-  if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
+  if (!__pyx_m) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; goto __pyx_L1;};
   __pyx_b = PyImport_AddModule("__builtin__");
-  if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
-  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
-  if (__Pyx_InternStrings(__pyx_intern_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
-  if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 24; goto __pyx_L1;};
+  if (!__pyx_b) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; goto __pyx_L1;};
+  if (PyObject_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; goto __pyx_L1;};
+  if (__Pyx_InternStrings(__pyx_intern_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; goto __pyx_L1;};
+  if (__Pyx_InitStrings(__pyx_string_tab) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 25; goto __pyx_L1;};
   __pyx_ptype_6mtrand_dtype = __Pyx_ImportType("numpy", "dtype", sizeof(PyArray_Descr)); if (!__pyx_ptype_6mtrand_dtype) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 74; goto __pyx_L1;}
   __pyx_ptype_6mtrand_ndarray = __Pyx_ImportType("numpy", "ndarray", sizeof(PyArrayObject)); if (!__pyx_ptype_6mtrand_ndarray) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 79; goto __pyx_L1;}
   __pyx_ptype_6mtrand_flatiter = __Pyx_ImportType("numpy", "flatiter", sizeof(PyArrayIterObject)); if (!__pyx_ptype_6mtrand_flatiter) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 88; goto __pyx_L1;}
   __pyx_ptype_6mtrand_broadcast = __Pyx_ImportType("numpy", "broadcast", sizeof(PyArrayMultiIterObject)); if (!__pyx_ptype_6mtrand_broadcast) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 94; goto __pyx_L1;}
-  if (PyType_Ready(&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 455; goto __pyx_L1;}
-  if (PyObject_SetAttrString(__pyx_m, "RandomState", (PyObject *)&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 455; goto __pyx_L1;}
+  if (PyType_Ready(&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; goto __pyx_L1;}
+  if (PyObject_SetAttrString(__pyx_m, "RandomState", (PyObject *)&__pyx_type_6mtrand_RandomState) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 456; goto __pyx_L1;}
   __pyx_ptype_6mtrand_RandomState = &__pyx_type_6mtrand_RandomState;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":118 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":119 */
   import_array();
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":120 */
-  __pyx_1 = __Pyx_Import(__pyx_n_numpy, 0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; goto __pyx_L1;}
-  if (PyObject_SetAttr(__pyx_m, __pyx_n__sp, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 120; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":121 */
+  __pyx_1 = __Pyx_Import(__pyx_n_numpy, 0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; goto __pyx_L1;}
+  if (PyObject_SetAttr(__pyx_m, __pyx_n__sp, __pyx_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 121; goto __pyx_L1;}
   Py_DECREF(__pyx_1); __pyx_1 = 0;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":475 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":476 */
   Py_INCREF(Py_None);
   __pyx_k2 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":485 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":486 */
   Py_INCREF(Py_None);
   __pyx_k3 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":546 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":547 */
   Py_INCREF(Py_None);
   __pyx_k4 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":553 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":554 */
   Py_INCREF(Py_None);
   __pyx_k5 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":560 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":561 */
   Py_INCREF(Py_None);
   __pyx_k6 = Py_None;
   Py_INCREF(Py_None);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":606 */
-  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":607 */
+  __pyx_1 = PyFloat_FromDouble(0.0); if (!__pyx_1) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 607; goto __pyx_L1;}
   __pyx_k8 = __pyx_1;
   __pyx_1 = 0;
-  __pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 606; goto __pyx_L1;}
+  __pyx_2 = PyFloat_FromDouble(1.0); if (!__pyx_2) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 607; goto __pyx_L1;}
   __pyx_k9 = __pyx_2;
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   Py_INCREF(Py_None);
   __pyx_k10 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":654 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":655 */
   Py_INCREF(Py_None);
   __pyx_k11 = Py_None;
   Py_INCREF(Py_None);
   __pyx_k12 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":667 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":668 */
   Py_INCREF(Py_None);
   __pyx_k13 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":674 */
-  __pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":675 */
+  __pyx_3 = PyFloat_FromDouble(0.0); if (!__pyx_3) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 675; goto __pyx_L1;}
   __pyx_k14 = __pyx_3;
   __pyx_3 = 0;
-  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 674; goto __pyx_L1;}
+  __pyx_4 = PyFloat_FromDouble(1.0); if (!__pyx_4) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 675; goto __pyx_L1;}
   __pyx_k15 = __pyx_4;
   __pyx_4 = 0;
   Py_INCREF(Py_None);
   __pyx_k16 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":687 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":688 */
   Py_INCREF(Py_None);
   __pyx_k17 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":703 */
-  __pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 703; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":704 */
+  __pyx_5 = PyFloat_FromDouble(1.0); if (!__pyx_5) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 704; goto __pyx_L1;}
   __pyx_k18 = __pyx_5;
   __pyx_5 = 0;
   Py_INCREF(Py_None);
   __pyx_k19 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":714 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":715 */
   Py_INCREF(Py_None);
   __pyx_k20 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":721 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":722 */
   Py_INCREF(Py_None);
   __pyx_k21 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":732 */
-  __pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 732; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":733 */
+  __pyx_6 = PyFloat_FromDouble(1.0); if (!__pyx_6) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 733; goto __pyx_L1;}
   __pyx_k22 = __pyx_6;
   __pyx_6 = 0;
   Py_INCREF(Py_None);
   __pyx_k23 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":747 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":748 */
   Py_INCREF(Py_None);
   __pyx_k24 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":762 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":763 */
   Py_INCREF(Py_None);
   __pyx_k25 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":783 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":784 */
   Py_INCREF(Py_None);
   __pyx_k26 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":794 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":795 */
   Py_INCREF(Py_None);
   __pyx_k27 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":810 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":811 */
   Py_INCREF(Py_None);
   __pyx_k28 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":817 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":818 */
   Py_INCREF(Py_None);
   __pyx_k29 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":828 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":829 */
   Py_INCREF(Py_None);
   __pyx_k30 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":842 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":843 */
   Py_INCREF(Py_None);
   __pyx_k31 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":853 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":854 */
   Py_INCREF(Py_None);
   __pyx_k32 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":864 */
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":865 */
   Py_INCREF(Py_None);
   __pyx_k33 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":875 */
-  __pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":876 */
+  __pyx_7 = PyFloat_FromDouble(0.0); if (!__pyx_7) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; goto __pyx_L1;}
   __pyx_k34 = __pyx_7;
   __pyx_7 = 0;
-  __pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 875; goto __pyx_L1;}
+  __pyx_8 = PyFloat_FromDouble(1.0); if (!__pyx_8) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 876; goto __pyx_L1;}
   __pyx_k35 = __pyx_8;
   __pyx_8 = 0;
   Py_INCREF(Py_None);
   __pyx_k36 = Py_None;
 
-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":888 */
-  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":889 */
+  __pyx_9 = PyFloat_FromDouble(0.0); if (!__pyx_9) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; goto __pyx_L1;}
   __pyx_k37 = __pyx_9;
   __pyx_9 = 0;
-  __pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 888; goto __pyx_L1;}
+  __pyx_10 = PyFloat_FromDouble(1.0); if (!__pyx_10) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 889; goto __pyx_L1;}
   __pyx_k38 = __pyx_10;
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   Py_INCREF(Py_None);
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-  /* "/home/oliphant/numpy/numpy/random/mtrand/mtrand.pyx":901 */
-  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
+  /* "/Users/oliphant/code/numpy/numpy/random/mtrand/mtrand.pyx":902 */
+  __pyx_11 = PyFloat_FromDouble(0.0); if (!__pyx_11) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 902; goto __pyx_L1;}
   __pyx_k40 = __pyx_11;
   __pyx_11 = 0;
-  __pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 901; goto __pyx_L1;}
+  __pyx_12 = PyFloat_FromDouble(1.0); if (!__pyx_12) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 902; goto __pyx_L1;}
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 }
 
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+    result = value;
+    Py_XINCREF(result);
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+bad:
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+    return result;
+}
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 static int __Pyx_InternStrings(__Pyx_InternTabEntry *t) {
     while (t->p) {
         *t->p = PyString_InternFromString(t->s);
diff --git a/numpy/random/mtrand/mtrand.pyx b/numpy/random/mtrand/mtrand.pyx
index 9bff5b038..fb0db2e45 100644
--- a/numpy/random/mtrand/mtrand.pyx
+++ b/numpy/random/mtrand/mtrand.pyx
@@ -1,3 +1,4 @@
+
 # mtrand.pyx -- A Pyrex wrapper of Jean-Sebastien Roy's RandomKit
 #
 # Copyright 2005 Robert Kern (robert.kern@gmail.com)
@@ -1206,23 +1207,23 @@ cdef class RandomState:
         shuffle(x)
         """
         cdef long i, j
-        cdef int copy=0
+        cdef int copy
 
         i = len(x) - 1
         try:
- 	    j = len(x[0])
+            j = len(x[0])
         except:
             j = 0
 
         if (j == 0):
-	    # adaptation of random.shuffle()
+            # adaptation of random.shuffle()
             while i > 0:
                 j = rk_interval(i, self.internal_state)
                 x[i], x[j] = x[j], x[i]
                 i = i - 1
         else:
             # make copies
-	    copy = hasattr(x[0].copy)
+            copy = hasattr(x[0], 'copy')
             if copy:                 
                 while(i > 0):
                     j = rk_interval(i, self.internal_state)
author	Travis Oliphant <oliphant@enthought.com>	2006-12-09 22:39:26 +0000
committer	Travis Oliphant <oliphant@enthought.com>	2006-12-09 22:39:26 +0000
commit	8bd6fb7ef7c81a97d3e86dc22badcf95af199860 (patch)
tree	802dd51ccbe5ecaca1ad39b1344dc98780ed341a /numpy/random
parent	6d8631d90dc03603ce7c0482ccdb16bf3a88d4d3 (diff)
download	numpy-8bd6fb7ef7c81a97d3e86dc22badcf95af199860.tar.gz