Created using Colab

notebooks/ShallowNN/LinearRegions_Answers.ipynb

@@ -4,7 +4,7 @@
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     "colab": {
       "provenance": [],
-      "authorship_tag": "ABX9TyNzwsksM8IfDPg9DEiV++cL",
+      "authorship_tag": "ABX9TyORO/RUktvUyRPd9NT1GOoz",
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     "kernelspec": {
@@ -87,15 +87,10 @@
       "outputs": [],
       "source": [
         "def number_regions(Di, D):\n",
-        "  # TODO -- implement Zaslavsky's formula\n",
-        "  # Tou can use math.comb() https://www.w3schools.com/python/ref_math_comb.asp\n",
-        "  # Replace this code\n",
-        "  N = 1;\n",
-        "  # BEGIN_ANSWER\n",
+        "\n",
         "  N= 0\n",
         "  for j in range (Di+1):\n",
         "    N = N+  math.comb(D, j)\n",
-        "  # END_ANSWER\n",
         "\n",
         "  return N"
       ]
@@ -306,18 +301,14 @@
         "# First let's write a function that computes the number of parameters as a function of the input dimension and number of hidden units (assuming just one output)\n",
         "\n",
         "def number_parameters(D_i, D):\n",
-        "  # TODO -- replace this code with the proper calculation\n",
-        "  N = 1\n",
-        "  # BEGIN_ANSWER\n",
         "  N = D_i * D + D +  D + 1\n",
-        "  # END_ANSWER\n",
         "\n",
         "  return N ;"
       ],
       "metadata": {
         "id": "Pav1OsCnpm6P"
       },
-      "execution_count": 22,
+      "execution_count": 25,
       "outputs": []
     },
     {
@@ -332,9 +323,9 @@
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+      "execution_count": 26,
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@@ -382,9 +373,9 @@
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+      "execution_count": 27,
       "outputs": [
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@@ -408,6 +399,15 @@
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         }
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+    },
+    {
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+      "source": [],
+      "metadata": {
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+      "execution_count": null,
+      "outputs": []
     }
   ]
 }