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udlbook
2025-08-26 07:09:18 -04:00
parent 69a2b00c9d
commit a644267053
1 changed files with 6 additions and 16 deletions
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20
Notebooks/Chap17/17_1_Latent_Variable_Models.ipynb
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@@ -1,18 +1,16 @@
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{ {
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"metadata": { "metadata": {
"colab_type": "text", "id": "view-in-github",
"id": "view-in-github" "colab_type": "text"
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"source": [ "source": [
"<a href=\"https://colab.research.google.com/github/udlbook/udlbook/blob/main/Notebooks/Chap17/17_1_Latent_Variable_Models.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>" "<a href=\"https://colab.research.google.com/github/udlbook/udlbook/blob/main/Notebooks/Chap17/17_1_Latent_Variable_Models.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
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{ {
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"cell_type": "markdown", "cell_type": "markdown",
"metadata": { "metadata": {
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@@ -43,7 +41,6 @@
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@@ -79,7 +76,6 @@
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@@ -145,7 +141,6 @@
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{ {
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@@ -223,7 +218,6 @@
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{ {
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@@ -254,7 +248,6 @@
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{ {
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@@ -281,7 +274,7 @@
"# We can't integrate this function in closed form\n", "# We can't integrate this function in closed form\n",
"# So let's approximate it as a sum over the z values (z = np.arange(-3,3,0.01))\n", "# So let's approximate it as a sum over the z values (z = np.arange(-3,3,0.01))\n",
"# You will need the functions get_likelihood() and get_prior()\n", "# You will need the functions get_likelihood() and get_prior()\n",
"# To make this a valid probability distribution, you need to divide\n", "# To make this a valid probability distribution, you need to multiply\n",
"# By the z-increment (0.01)\n", "# By the z-increment (0.01)\n",
"# Replace this line\n", "# Replace this line\n",
"pr_x1_x2 = np.zeros_like(x1_mesh)\n", "pr_x1_x2 = np.zeros_like(x1_mesh)\n",
@@ -292,7 +285,6 @@
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@@ -320,7 +312,6 @@
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@@ -388,9 +379,8 @@
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