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udlbook
2024-01-10 16:03:48 -05:00
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Notebooks/Chap04/4_1_Composing_Networks.ipynb
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@@ -4,7 +4,6 @@
"metadata": { "metadata": {
"colab": { "colab": {
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyPEQEGetZqWnLRNn99Q2aaT",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@@ -261,7 +260,7 @@
"source": [ "source": [
"# TODO\n", "# TODO\n",
"# Take a piece of paper and draw what you think will happen when we feed the\n", "# Take a piece of paper and draw what you think will happen when we feed the\n",
"# output of the first network now we have changed it into the original second network. Draw the relationship between\n", "# output of the modified first network into the original second network. Draw the relationship between\n",
"# the input of the first network and the output of the second one." "# the input of the first network and the output of the second one."
], ],
"metadata": { "metadata": {
@@ -302,7 +301,7 @@
"source": [ "source": [
"# TODO\n", "# TODO\n",
"# Take a piece of paper and draw what you think will happen when we feed the\n", "# Take a piece of paper and draw what you think will happen when we feed the\n",
"# output of the first network into the original second network. Draw the relationship between\n", "# output of the first network into the a copy of itself. Draw the relationship between\n",
"# the input of the first network and the output of the second one." "# the input of the first network and the output of the second one."
], ],
"metadata": { "metadata": {
@@ -350,7 +349,7 @@
"# network (blue curve above)\n", "# network (blue curve above)\n",
"\n", "\n",
"# Take away conclusion: with very few parameters, we can make A LOT of linear regions, but\n", "# Take away conclusion: with very few parameters, we can make A LOT of linear regions, but\n",
"# they depend on one another in complex ways that quickly become to difficult to understand intuitively." "# they depend on one another in complex ways that quickly become too difficult to understand intuitively."
], ],
"metadata": { "metadata": {
"id": "HqzePCLOVQK7" "id": "HqzePCLOVQK7"
@@ -359,4 +358,4 @@
"outputs": [] "outputs": []
} }
] ]
} }