Run core notebooks locally

Author: ricardoV94

docs/source/learn/core_notebooks/GLM_linear.ipynb

@@ -499,12 +499,12 @@
      "output_type": "stream",
      "text": [
       "shape mismatch: objects cannot be broadcast to a single shape.  Mismatch is between arg 0 with shape (3, 4) and arg 1 with shape (1, 3).\n",
-      "Apply node that caused the error: normal_rv{\"(),()->()\"}(RNG(<Generator(PCG64) at 0x7F9A2DA91000>), [3 4], [[0 1 2]], [[1]])\n",
+      "Apply node that caused the error: normal_rv{\"(),()->()\"}(RNG(<Generator(PCG64) at 0x7FB323BFA0A0>), [3 4], [[0 1 2]], [[1]])\n",
       "Toposort index: 0\n",
       "Inputs types: [RandomGeneratorType, TensorType(int64, shape=(2,)), TensorType(int64, shape=(1, 3)), TensorType(int8, shape=(1, 1))]\n",
       "Inputs shapes: ['No shapes', (2,), (1, 3), (1, 1)]\n",
       "Inputs strides: ['No strides', (8,), (24, 8), (1, 1)]\n",
-      "Inputs values: [Generator(PCG64) at 0x7F9A2DA91000, array([3, 4]), array([[0, 1, 2]]), array([[1]], dtype=int8)]\n",
+      "Inputs values: [Generator(PCG64) at 0x7FB323BFA0A0, array([3, 4]), array([[0, 1, 2]]), array([[1]], dtype=int8)]\n",
       "Outputs clients: [['output'], ['output']]\n",
       "\n",
       "HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.\n",
@@ -1249,12 +1249,12 @@
      "output_type": "stream",
      "text": [
       "operands could not be broadcast together with remapped shapes [original->remapped]: (1,2)  and requested shape (2,4)\n",
-      "Apply node that caused the error: multinomial_rv{\"(),(p)->(p)\"}(RNG(<Generator(PCG64) at 0x7F9A2DA91C40>), [2 4], [[ 5 10]], [[[0.1 0.3 0.6]]])\n",
+      "Apply node that caused the error: multinomial_rv{\"(),(p)->(p)\"}(RNG(<Generator(PCG64) at 0x7FB323BF9460>), [2 4], [[ 5 10]], [[[0.1 0.3 0.6]]])\n",
       "Toposort index: 0\n",
       "Inputs types: [RandomGeneratorType, TensorType(int64, shape=(2,)), TensorType(int64, shape=(1, 2)), TensorType(float64, shape=(1, 1, 3))]\n",
       "Inputs shapes: ['No shapes', (2,), (1, 2), (1, 1, 3)]\n",
       "Inputs strides: ['No strides', (8,), (16, 8), (24, 24, 8)]\n",
-      "Inputs values: [Generator(PCG64) at 0x7F9A2DA91C40, array([2, 4]), array([[ 5, 10]]), array([[[0.1, 0.3, 0.6]]])]\n",
+      "Inputs values: [Generator(PCG64) at 0x7FB323BF9460, array([2, 4]), array([[ 5, 10]]), array([[[0.1, 0.3, 0.6]]])]\n",
       "Outputs clients: [['output'], ['output']]\n",
       "\n",
       "HINT: Re-running with most PyTensor optimizations disabled could provide a back-trace showing when this node was created. This can be done by setting the PyTensor flag 'optimizer=fast_compile'. If that does not work, PyTensor optimizations can be disabled with 'optimizer=None'.\n",
@@ -1355,24 +1355,24 @@
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        "<text text-anchor=\"middle\" x=\"109.5\" y=\"-15.95\" font-family=\"Times,serif\" font-size=\"14.00\">3</text>\n",
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-       "<!-- x -->\n",
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-       "<text text-anchor=\"middle\" x=\"65\" y=\"-199.32\" font-family=\"Times,serif\" font-size=\"14.00\">~</text>\n",
-       "<text text-anchor=\"middle\" x=\"65\" y=\"-182.07\" font-family=\"Times,serif\" font-size=\"14.00\">Normal</text>\n",
-       "</g>\n",
        "<!-- y -->\n",
-       "<g id=\"node2\" class=\"node\">\n",
+       "<g id=\"node1\" class=\"node\">\n",
        "<title>y</title>\n",
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        "<text text-anchor=\"middle\" x=\"65\" y=\"-78.82\" font-family=\"Times,serif\" font-size=\"14.00\">~</text>\n",
        "<text text-anchor=\"middle\" x=\"65\" y=\"-61.57\" font-family=\"Times,serif\" font-size=\"14.00\">Normal</text>\n",
        "</g>\n",
+       "<!-- x -->\n",
+       "<g id=\"node2\" class=\"node\">\n",
+       "<title>x</title>\n",
+       "<ellipse fill=\"none\" stroke=\"black\" cx=\"65\" cy=\"-204\" rx=\"48.97\" ry=\"42.25\"/>\n",
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+       "<text text-anchor=\"middle\" x=\"65\" y=\"-199.32\" font-family=\"Times,serif\" font-size=\"14.00\">~</text>\n",
+       "<text text-anchor=\"middle\" x=\"65\" y=\"-182.07\" font-family=\"Times,serif\" font-size=\"14.00\">Normal</text>\n",
+       "</g>\n",
        "<!-- x&#45;&gt;y -->\n",
-       "<g id=\"edge1\" class=\"edge\">\n",
+       "<g id=\"edge2\" class=\"edge\">\n",
        "<title>x&#45;&gt;y</title>\n",
        "<path fill=\"none\" stroke=\"black\" d=\"M65,-161.55C65,-153.75 65,-145.49 65,-137.4\"/>\n",
        "<polygon fill=\"black\" stroke=\"black\" points=\"68.5,-137.64 65,-127.64 61.5,-137.64 68.5,-137.64\"/>\n",
@@ -1386,7 +1386,7 @@
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        "</g>\n",
        "<!-- sigma&#45;&gt;y -->\n",
-       "<g id=\"edge2\" class=\"edge\">\n",
+       "<g id=\"edge1\" class=\"edge\">\n",
        "<title>sigma&#45;&gt;y</title>\n",
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@@ -1395,7 +1395,7 @@
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      "execution_count": 38,
@@ -1480,7 +1480,7 @@
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-       "<graphviz.graphs.Digraph at 0x7f9a255cb590>"
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@@ -1554,7 +1554,7 @@
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-       "<graphviz.graphs.Digraph at 0x7f9a34342950>"
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      "execution_count": 40,
@@ -1619,7 +1619,7 @@
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      "execution_count": 41,
@@ -1697,27 +1697,27 @@
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        "<text text-anchor=\"middle\" x=\"81\" y=\"-61.57\" font-family=\"Times,serif\" font-size=\"14.00\">MvNormal</text>\n",
        "</g>\n",
-       "<!-- matrix (explicit) -->\n",
+       "<!-- matrix (implicit) -->\n",
        "<g id=\"node2\" class=\"node\">\n",
-       "<title>matrix (explicit)</title>\n",
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-       "<text text-anchor=\"middle\" x=\"468\" y=\"-96.07\" font-family=\"Times,serif\" font-size=\"14.00\">matrix (explicit)</text>\n",
-       "<text text-anchor=\"middle\" x=\"468\" y=\"-78.82\" font-family=\"Times,serif\" font-size=\"14.00\">~</text>\n",
-       "<text text-anchor=\"middle\" x=\"468\" y=\"-61.57\" font-family=\"Times,serif\" font-size=\"14.00\">MvNormal</text>\n",
+       "<title>matrix (implicit)</title>\n",
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-       "<text text-anchor=\"middle\" x=\"264\" y=\"-61.57\" font-family=\"Times,serif\" font-size=\"14.00\">MvNormal</text>\n",
+       "<title>matrix (explicit)</title>\n",
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      "execution_count": 42,
@@ -1788,16 +1788,16 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Last updated: Wed Jun 19 2024\n",
+      "Last updated: Tue Jun 25 2024\n",
       "\n",
       "Python implementation: CPython\n",
       "Python version       : 3.11.8\n",
       "IPython version      : 8.22.2\n",
       "\n",
       "pytensor: 2.20.0+3.g66439d283.dirty\n",
       "\n",
-      "numpy   : 1.26.4\n",
       "pymc    : 5.15.0+1.g58927d608\n",
+      "numpy   : 1.26.4\n",
       "pytensor: 2.20.0+3.g66439d283.dirty\n",
       "\n",
       "Watermark: 2.4.3\n",