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udlbook
2022-10-25 11:46:59 +01:00
parent 015a34e3d4
commit b23449306e
1 changed files with 4 additions and 3 deletions
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7
CM20315_Loss_III.ipynb
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@@ -4,7 +4,8 @@
"metadata": { "metadata": {
"colab": { "colab": {
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyN47tCA/ntPUBcb99d7AzCz", "collapsed_sections": [],
"authorship_tag": "ABX9TyNl/KjOshENtrwKt/IdwaUO",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@@ -269,9 +270,9 @@
"source": [ "source": [
"# Return the likelihood of all of the data under the model\n", "# Return the likelihood of all of the data under the model\n",
"def compute_likelihood(y_train, lambda_param):\n", "def compute_likelihood(y_train, lambda_param):\n",
" # TODO -- compute the likelihood of the data -- the product of the normal probabilities for each data point\n", " # TODO -- compute the likelihood of the data -- the product of the categorical probabilities for each data point\n",
" # Top line of equation 5.3 in the notes\n", " # Top line of equation 5.3 in the notes\n",
" # You will need np.prod() and the normal_distribution function you used above\n", " # You will need np.prod() and the categorical_distribution function you used above\n",
" # Replace the line below\n", " # Replace the line below\n",
" likelihood = 0\n", " likelihood = 0\n",
" return likelihood" " return likelihood"