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udlbook committed Oct 18, 2023
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4 changes: 2 additions & 2 deletions Notebooks/Chap03/3_3_Shallow_Network_Regions.ipynb
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"metadata": {
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"authorship_tag": "ABX9TyMdflMfWi9hu9ZEg/80HCd8",
"authorship_tag": "ABX9TyMGGNRd+xcxZ5fAgplmNBSW",
"include_colab_link": true
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"kernelspec": {
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"cell_type": "code",
"source": [
"# Now let's compute and plot the number of regions as a function of the number of parameters as in figure 3.9b\n",
"# First let's write a function that computes the number of parameters as a function of the input dimension and number of hidden layers (assuming just one output)\n",
"# 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",
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