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udlbook
2025-01-28 11:43:39 -05:00
parent 88e8526fa7
commit fb66cd682d
1 changed files with 11 additions and 11 deletions
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22
Trees/LinearRegression_LossFunction_Answers.ipynb
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@@ -4,7 +4,7 @@
"metadata": { "metadata": {
"colab": { "colab": {
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyMmE30JSBy91pxG0DSaosF6", "authorship_tag": "ABX9TyM2yB29boJt3bLHqTG5AUqR",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@@ -56,7 +56,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 1, "execution_count": null,
"metadata": { "metadata": {
"id": "bbF6SE_F0tU8" "id": "bbF6SE_F0tU8"
}, },
@@ -80,7 +80,7 @@
"metadata": { "metadata": {
"id": "UQ1qYLOeYf61" "id": "UQ1qYLOeYf61"
}, },
"execution_count": 2, "execution_count": null,
"outputs": [] "outputs": []
}, },
{ {
@@ -105,7 +105,7 @@
"metadata": { "metadata": {
"id": "785wp16FYjt5" "id": "785wp16FYjt5"
}, },
"execution_count": 5, "execution_count": null,
"outputs": [] "outputs": []
}, },
{ {
@@ -141,7 +141,7 @@
"metadata": { "metadata": {
"id": "aD2g9L9hd5Bd" "id": "aD2g9L9hd5Bd"
}, },
"execution_count": 6, "execution_count": null,
"outputs": [] "outputs": []
}, },
{ {
@@ -157,7 +157,7 @@
"height": 458 "height": 458
} }
}, },
"execution_count": 8, "execution_count": null,
"outputs": [ "outputs": [
{ {
"output_type": "display_data", "output_type": "display_data",
@@ -188,7 +188,7 @@
"cell_type": "code", "cell_type": "code",
"source": [ "source": [
"# Function to calculate the loss\n", "# Function to calculate the loss\n",
"def compute_loss(x,y,phi0,phi1):\n", "def compute_loss(x,y,f,phi0,phi1):\n",
"\n", "\n",
" # TODO Replace this line with the loss calculation (equation 2.5)\n", " # TODO Replace this line with the loss calculation (equation 2.5)\n",
" loss = 0\n", " loss = 0\n",
@@ -203,7 +203,7 @@
"metadata": { "metadata": {
"id": "PEenxRo3ePCL" "id": "PEenxRo3ePCL"
}, },
"execution_count": 11, "execution_count": null,
"outputs": [] "outputs": []
}, },
{ {
@@ -220,7 +220,7 @@
"base_uri": "https://localhost:8080/" "base_uri": "https://localhost:8080/"
} }
}, },
"execution_count": 13, "execution_count": null,
"outputs": [ "outputs": [
{ {
"output_type": "stream", "output_type": "stream",
@@ -275,7 +275,7 @@
"metadata": { "metadata": {
"id": "zlUXJ-5zhlb9" "id": "zlUXJ-5zhlb9"
}, },
"execution_count": 16, "execution_count": null,
"outputs": [] "outputs": []
}, },
{ {
@@ -291,7 +291,7 @@
"height": 551 "height": 551
} }
}, },
"execution_count": 17, "execution_count": null,
"outputs": [ "outputs": [
{ {
"output_type": "display_data", "output_type": "display_data",