mirror of
https://github.com/ArthurDanjou/ArtStudies.git
synced 2026-01-28 12:56:01 +01:00
1089 lines
1.1 MiB
1089 lines
1.1 MiB
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# TP3 Logistic Regression and SGD\n",
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"\n",
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"\n",
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"### Table of Contents\n",
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"\n",
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"* [1. Logistic Regression using Sklearn](#chapter1)\n",
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"* [2. Gradient descent for Logistic Regression](#chapter2)\n",
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"* [3. mini-batch SGD](#chapter3)\n",
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"* [4. Logistic Regression for IRIS](#chapter4)\n",
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"* [5. Logistic Regression for MNIST and CIFAR10](#chapter5)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## 0. Data preparation "
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-03-05T09:22:48.739392Z",
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"start_time": "2025-03-05T09:22:46.788432Z"
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}
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},
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"source": [
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"import numpy as np\n",
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"import matplotlib.pyplot as plt\n",
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"from sklearn.linear_model import LogisticRegression"
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],
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"outputs": [],
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"execution_count": 10
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"First we will use simulated data : "
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-03-05T09:31:15.167180Z",
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"start_time": "2025-03-05T09:31:15.156775Z"
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}
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},
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"source": [
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"np.random.seed(12)\n",
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"half_observation_number = 5000\n",
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"\n",
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"rng = np.random.default_rng()\n",
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"x1 = rng.multivariate_normal([0, 0], [[1, 0.75], [0.75, 1]], half_observation_number)\n",
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"x2 = rng.multivariate_normal([0, 2.7], [[1, 0.75], [0.75, 1]], half_observation_number)\n",
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"\n",
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"X = np.vstack((x1, x2)).astype(np.float32)\n",
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"y = np.hstack((np.zeros(half_observation_number), np.ones(half_observation_number)))\n",
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"\n",
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"print(X.shape)\n",
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"print(y.shape)"
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],
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"(10000, 2)\n",
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"(10000,)\n"
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]
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}
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],
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"execution_count": 35
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"*In the first three sections, we will focus solely on training the model. Therefore, we do not use a test set.* "
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"**Exercise 1** : How many features are there ? Is it a regression problem or a classification problem ?\n",
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"\n",
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"There are `2` features and it is a classification problem."
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"ExecuteTime": {
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"end_time": "2025-03-05T09:17:29.707531Z",
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"start_time": "2025-03-05T09:17:29.385458Z"
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}
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},
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"source": [
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"import matplotlib.colors as mcolors\n",
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"\n",
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"plt.figure(figsize=(8, 8))\n",
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"plt.scatter(X[:, 0], X[:, 1], c=y, alpha=0.3, cmap=mcolors.ListedColormap([\"steelblue\", \"tomato\"]))"
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],
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"outputs": [
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{
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"data": {
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"text/plain": [
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"<matplotlib.collections.PathCollection at 0x11244c190>"
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]
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},
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"execution_count": 3,
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"metadata": {},
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"output_type": "execute_result"
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},
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{
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"data": {
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"text/plain": [
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"<Figure size 800x800 with 1 Axes>"
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],
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"image/png": 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"
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 3
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 2** : What is the parameter `c=y` used for ? (you can try the following code without `c=y`). \n",
|
|
"*Reference* : \n",
|
|
"https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.scatter.html"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:17:35.015290Z",
|
|
"start_time": "2025-03-05T09:17:34.886283Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"plt.figure(figsize=(8, 8))\n",
|
|
"\n",
|
|
"plt.scatter(X[:, 0], X[:, 1], alpha=0.3, cmap=mcolors.ListedColormap([\"steelblue\", \"tomato\"]))"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "stderr",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"/var/folders/tp/_ld5_pzs6nx6mv1pbjhq1l740000gn/T/ipykernel_80659/1711589517.py:3: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n",
|
|
" plt.scatter(X[:, 0], X[:, 1], alpha=0.3, cmap=mcolors.ListedColormap([\"steelblue\", \"tomato\"]))\n"
|
|
]
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<matplotlib.collections.PathCollection at 0x1124c3190>"
|
|
]
|
|
},
|
|
"execution_count": 4,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
},
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<Figure size 800x800 with 1 Axes>"
|
|
],
|
|
"image/png": 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"
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 4
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Answer for Exercise 2 :\n",
|
|
"\n",
|
|
"`c=y` refers to the marker colors. The possible values are:\n",
|
|
"- A scalar or sequence of n numbers to be mapped to colors using cmap and norm.\n",
|
|
"- A 2D array in which the rows are RGB or RGBA.\n",
|
|
"- A sequence of colors of length n.\n",
|
|
"- A single color format string.\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"_____________\n",
|
|
"\n",
|
|
"## 1. Logistic Regression in Sklearn<a class=\"anchor\" id=\"chapter1\"></a> "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now let us fit a logistic regression model using `Sklearn`. \n",
|
|
"\n",
|
|
"*Reference* :\n",
|
|
"\n",
|
|
"- `LogisticRegression` in `sklearn.linear_model` : \n",
|
|
"https://scikit-learn.org/dev/modules/generated/sklearn.linear_model.LogisticRegression.html#sklearn.linear_model.LogisticRegression (Version 1.3)\n",
|
|
"\n",
|
|
"- Cost function for the logistic regression in Sklearn : Section 1.1.11.1 of \n",
|
|
"https://scikit-learn.org/dev/modules/linear_model.html#logistic-regression "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercice 3** : Create a logistic regression model, named `Reglog`, using the parameters `fit_intercept=True` and `penalty=None`. \n",
|
|
"\n",
|
|
"- What does `fit_intercept=True` mean ?\n",
|
|
"\n",
|
|
"- `C` is a regularization parameter (ridge). In order to use the usual (unpenalized) logistic regression, we can specify `penalty='none'`. (Alternatively, one could use a large enough parameter for penalization, e.g. C=1e15.) "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:30:23.456488Z",
|
|
"start_time": "2025-03-05T09:30:23.450553Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Answer for Exercise 3\n",
|
|
"reg_log = LogisticRegression(penalty=None, fit_intercept=True)\n",
|
|
"reg_log"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"LogisticRegression(penalty=None)"
|
|
],
|
|
"text/html": [
|
|
"<style>#sk-container-id-5 {color: black;}#sk-container-id-5 pre{padding: 0;}#sk-container-id-5 div.sk-toggleable {background-color: white;}#sk-container-id-5 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-5 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-5 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-5 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-5 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-5 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-5 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-5 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-5 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-5 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-5 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-5 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-5 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-5 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-5 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-5 div.sk-item {position: relative;z-index: 1;}#sk-container-id-5 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-5 div.sk-item::before, #sk-container-id-5 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-5 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-5 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-5 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-5 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-5 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-5 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-5 div.sk-label-container {text-align: center;}#sk-container-id-5 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-5 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-5\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LogisticRegression(penalty=None)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-5\" type=\"checkbox\" checked><label for=\"sk-estimator-id-5\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LogisticRegression</label><div class=\"sk-toggleable__content\"><pre>LogisticRegression(penalty=None)</pre></div></div></div></div></div>"
|
|
]
|
|
},
|
|
"execution_count": 32,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 32
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 4** : Fit the model `Reglog` on the data `(X,y)`. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:30:25.041087Z",
|
|
"start_time": "2025-03-05T09:30:25.025456Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Answer for Exercise 4\n",
|
|
"reg_log.fit(X, y)"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"LogisticRegression(penalty=None)"
|
|
],
|
|
"text/html": [
|
|
"<style>#sk-container-id-6 {color: black;}#sk-container-id-6 pre{padding: 0;}#sk-container-id-6 div.sk-toggleable {background-color: white;}#sk-container-id-6 label.sk-toggleable__label {cursor: pointer;display: block;width: 100%;margin-bottom: 0;padding: 0.3em;box-sizing: border-box;text-align: center;}#sk-container-id-6 label.sk-toggleable__label-arrow:before {content: \"▸\";float: left;margin-right: 0.25em;color: #696969;}#sk-container-id-6 label.sk-toggleable__label-arrow:hover:before {color: black;}#sk-container-id-6 div.sk-estimator:hover label.sk-toggleable__label-arrow:before {color: black;}#sk-container-id-6 div.sk-toggleable__content {max-height: 0;max-width: 0;overflow: hidden;text-align: left;background-color: #f0f8ff;}#sk-container-id-6 div.sk-toggleable__content pre {margin: 0.2em;color: black;border-radius: 0.25em;background-color: #f0f8ff;}#sk-container-id-6 input.sk-toggleable__control:checked~div.sk-toggleable__content {max-height: 200px;max-width: 100%;overflow: auto;}#sk-container-id-6 input.sk-toggleable__control:checked~label.sk-toggleable__label-arrow:before {content: \"▾\";}#sk-container-id-6 div.sk-estimator input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 div.sk-label input.sk-toggleable__control:checked~label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 input.sk-hidden--visually {border: 0;clip: rect(1px 1px 1px 1px);clip: rect(1px, 1px, 1px, 1px);height: 1px;margin: -1px;overflow: hidden;padding: 0;position: absolute;width: 1px;}#sk-container-id-6 div.sk-estimator {font-family: monospace;background-color: #f0f8ff;border: 1px dotted black;border-radius: 0.25em;box-sizing: border-box;margin-bottom: 0.5em;}#sk-container-id-6 div.sk-estimator:hover {background-color: #d4ebff;}#sk-container-id-6 div.sk-parallel-item::after {content: \"\";width: 100%;border-bottom: 1px solid gray;flex-grow: 1;}#sk-container-id-6 div.sk-label:hover label.sk-toggleable__label {background-color: #d4ebff;}#sk-container-id-6 div.sk-serial::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: 0;}#sk-container-id-6 div.sk-serial {display: flex;flex-direction: column;align-items: center;background-color: white;padding-right: 0.2em;padding-left: 0.2em;position: relative;}#sk-container-id-6 div.sk-item {position: relative;z-index: 1;}#sk-container-id-6 div.sk-parallel {display: flex;align-items: stretch;justify-content: center;background-color: white;position: relative;}#sk-container-id-6 div.sk-item::before, #sk-container-id-6 div.sk-parallel-item::before {content: \"\";position: absolute;border-left: 1px solid gray;box-sizing: border-box;top: 0;bottom: 0;left: 50%;z-index: -1;}#sk-container-id-6 div.sk-parallel-item {display: flex;flex-direction: column;z-index: 1;position: relative;background-color: white;}#sk-container-id-6 div.sk-parallel-item:first-child::after {align-self: flex-end;width: 50%;}#sk-container-id-6 div.sk-parallel-item:last-child::after {align-self: flex-start;width: 50%;}#sk-container-id-6 div.sk-parallel-item:only-child::after {width: 0;}#sk-container-id-6 div.sk-dashed-wrapped {border: 1px dashed gray;margin: 0 0.4em 0.5em 0.4em;box-sizing: border-box;padding-bottom: 0.4em;background-color: white;}#sk-container-id-6 div.sk-label label {font-family: monospace;font-weight: bold;display: inline-block;line-height: 1.2em;}#sk-container-id-6 div.sk-label-container {text-align: center;}#sk-container-id-6 div.sk-container {/* jupyter's `normalize.less` sets `[hidden] { display: none; }` but bootstrap.min.css set `[hidden] { display: none !important; }` so we also need the `!important` here to be able to override the default hidden behavior on the sphinx rendered scikit-learn.org. See: https://github.com/scikit-learn/scikit-learn/issues/21755 */display: inline-block !important;position: relative;}#sk-container-id-6 div.sk-text-repr-fallback {display: none;}</style><div id=\"sk-container-id-6\" class=\"sk-top-container\"><div class=\"sk-text-repr-fallback\"><pre>LogisticRegression(penalty=None)</pre><b>In a Jupyter environment, please rerun this cell to show the HTML representation or trust the notebook. <br />On GitHub, the HTML representation is unable to render, please try loading this page with nbviewer.org.</b></div><div class=\"sk-container\" hidden><div class=\"sk-item\"><div class=\"sk-estimator sk-toggleable\"><input class=\"sk-toggleable__control sk-hidden--visually\" id=\"sk-estimator-id-6\" type=\"checkbox\" checked><label for=\"sk-estimator-id-6\" class=\"sk-toggleable__label sk-toggleable__label-arrow\">LogisticRegression</label><div class=\"sk-toggleable__content\"><pre>LogisticRegression(penalty=None)</pre></div></div></div></div></div>"
|
|
]
|
|
},
|
|
"execution_count": 33,
|
|
"metadata": {},
|
|
"output_type": "execute_result"
|
|
}
|
|
],
|
|
"execution_count": 33
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 5** : (1) Display the coefficients and the intercept. \n",
|
|
"\n",
|
|
"(2) Plot the decision boundary and the scatter plot on the same graph (x-axis scale : -4 to 4)."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:49:08.939308Z",
|
|
"start_time": "2025-03-05T09:49:08.936387Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Answer for Exercise 5 (1)\n",
|
|
"a1, a2 = reg_log.coef_[0]\n",
|
|
"b = reg_log.intercept_[0]\n",
|
|
"\n",
|
|
"print(\"The coefficients are : \", a1, \",\", a2)\n",
|
|
"print(\"The intercept is : \", b)"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"The coefficients are : -4.480843701420734 , 6.110254813887258\n",
|
|
"The intercept is : -8.270739345382312\n"
|
|
]
|
|
}
|
|
],
|
|
"execution_count": 48
|
|
},
|
|
{
|
|
"metadata": {},
|
|
"cell_type": "markdown",
|
|
"source": [
|
|
"We have $w^T * x + b = 0$\n",
|
|
"\n",
|
|
"So, in dim=2, $w_1 * x_1 + w_2 * x_2 + b = 0$\n",
|
|
"\n",
|
|
"Finally, $x_2 = - (w_1 * x_1 + b) / w_2$"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:52:24.520690Z",
|
|
"start_time": "2025-03-05T09:52:24.272549Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"# Answer for Exercise 5 (2)\n",
|
|
"plt.figure(figsize=(8, 8))\n",
|
|
"plt.scatter(X[:, 0], X[:, 1], c=y, alpha=0.3, cmap=mcolors.ListedColormap([\"steelblue\", \"tomato\"]), label=\"Sample\")\n",
|
|
"\n",
|
|
"x1 = np.linspace(-4, 4, 100)\n",
|
|
"x2_learn = -(a1 * x1 + b) / a2 # Cf above\n",
|
|
"plt.plot(x1, x2_learn, label='Logistic Regression', c='green')\n",
|
|
"plt.legend()\n",
|
|
"plt.show()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<Figure size 800x800 with 1 Axes>"
|
|
],
|
|
"image/png": 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"
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 52
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"_____________\n",
|
|
"\n",
|
|
"## 2. Gradient descent for logistic regression <a class=\"anchor\" id=\"chapter2\"></a> "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Now let us write the gradient descent algorithm for the logistic regression cost function."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 6** : write a function named `sigmoid` (that obviously computes the sigmoid function) and plot the curve of `sigmoid` on $[-7,7]$. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T09:56:41.729767Z",
|
|
"start_time": "2025-03-05T09:56:41.671775Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"def sigmoid(x):\n",
|
|
" return 1 / (1 + np.exp(-x))\n",
|
|
"\n",
|
|
"\n",
|
|
"x = np.linspace(-7, 7, 100)\n",
|
|
"plt.plot(x, sigmoid(x), label=\"Sigmoid Function\")\n",
|
|
"plt.legend()\n",
|
|
"plt.show()"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<Figure size 640x480 with 1 Axes>"
|
|
],
|
|
"image/png": 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"
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 55
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 7** : let $w$ denote as the weight vector and $b$ as the intercept.\n",
|
|
"\n",
|
|
"Write the cost function of the logistic regression defined by \"$-$ log-likelihood\" on the data `(X,y)` and name it `cost_log_likelihood`. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T10:15:03.512565Z",
|
|
"start_time": "2025-03-05T10:15:03.510305Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"def cost_log_likelihood(X, y, w, b):\n",
|
|
" h = sigmoid(np.dot(X, w) + b)\n",
|
|
" return -np.sum(y * np.log(h) + (1 - y) * np.log(1 - h))"
|
|
],
|
|
"outputs": [],
|
|
"execution_count": 104
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 8** : write a function implementing the gradient descent algorithm for the logistic regression cost function. \n",
|
|
"\n",
|
|
"- Name this function `GD_training`. (`GD` is for `Gradient Descent`).\n",
|
|
"\n",
|
|
"- The input of `GD_training` will be \n",
|
|
"\n",
|
|
" - the data `X,y`, \n",
|
|
" \n",
|
|
" - the number of iterations (num_steps) \n",
|
|
" - the learning rate (learning_rate)\n",
|
|
"\n",
|
|
"- We will initialize the paramaters as follows : $w=(0,0)$ and $b=0$.\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T10:42:09.048335Z",
|
|
"start_time": "2025-03-05T10:42:09.043811Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"def GD_training(X, y, num_steps, learning_rate):\n",
|
|
" w, b = np.zeros(2, dtype=float), 0\n",
|
|
"\n",
|
|
" for step in range(num_steps):\n",
|
|
" h = sigmoid(np.dot(X, w) + b)\n",
|
|
"\n",
|
|
" grad_w = X.T @ (h - y)\n",
|
|
" grad_b = np.sum(h - y)\n",
|
|
"\n",
|
|
" w -= learning_rate * grad_w\n",
|
|
" b -= learning_rate * grad_b\n",
|
|
"\n",
|
|
" if step % 300 == 0:\n",
|
|
" print(\"In step \", step, \", the parameters are \", w, b, \";\")\n",
|
|
" print(\"and the value of the cost function is \", cost_log_likelihood(X, y, w, b))\n",
|
|
"\n",
|
|
" return w, b"
|
|
],
|
|
"outputs": [],
|
|
"execution_count": 138
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 9** : Run the next cell. Compare the boundary decision we get using `Sklearn` (with the default algorithm) with the boundary we got using gradient descent. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T10:42:11.424750Z",
|
|
"start_time": "2025-03-05T10:42:10.914149Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"w_GD, b_GD = GD_training(X, y, num_steps=3000, learning_rate=5e-5)\n",
|
|
"\n",
|
|
"print(\"The parameters are : \", w_GD, b_GD)"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"name": "stdout",
|
|
"output_type": "stream",
|
|
"text": [
|
|
"In step 0 , the parameters are [0.00120519 0.33862792] 0.0 ;\n",
|
|
"and the value of the cost function is 5271.277995679736\n",
|
|
"In step 300 , the parameters are [-2.34143382 3.26147664] -4.147417329055753 ;\n",
|
|
"and the value of the cost function is 742.7787000935343\n",
|
|
"In step 600 , the parameters are [-2.89655432 3.92345169] -5.1011875240250415 ;\n",
|
|
"and the value of the cost function is 628.7165675185372\n",
|
|
"In step 900 , the parameters are [-3.23241259 4.32579622] -5.6745205784621575 ;\n",
|
|
"and the value of the cost function is 587.9925532700345\n",
|
|
"In step 1200 , the parameters are [-3.47109281 4.61243016] -6.080681505491013 ;\n",
|
|
"and the value of the cost function is 567.5815564366071\n",
|
|
"In step 1500 , the parameters are [-3.65380265 4.8322147 ] -6.391014561873741 ;\n",
|
|
"and the value of the cost function is 555.662171215444\n",
|
|
"In step 1800 , the parameters are [-3.79984918 5.00811529] -6.638769083547293 ;\n",
|
|
"and the value of the cost function is 548.060670330905\n",
|
|
"In step 2100 , the parameters are [-3.9199447 5.15290215] -6.842324815409663 ;\n",
|
|
"and the value of the cost function is 542.9263219326222\n",
|
|
"In step 2400 , the parameters are [-4.02069384 5.27446234] -7.012982565617063 ;\n",
|
|
"and the value of the cost function is 539.315487299295\n",
|
|
"In step 2700 , the parameters are [-4.10647529 5.3780322 ] -7.1582184641354445 ;\n",
|
|
"and the value of the cost function is 536.6990520205685\n",
|
|
"The parameters are : [-4.18012133 5.46700041] -7.282863011162482\n"
|
|
]
|
|
}
|
|
],
|
|
"execution_count": 139
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"metadata": {
|
|
"ExecuteTime": {
|
|
"end_time": "2025-03-05T10:41:03.179258Z",
|
|
"start_time": "2025-03-05T10:41:02.929587Z"
|
|
}
|
|
},
|
|
"source": [
|
|
"plt.figure(figsize=(8, 8))\n",
|
|
"plt.scatter(X[:, 0], X[:, 1], c=y, alpha=0.3, cmap=mcolors.ListedColormap([\"steelblue\", \"tomato\"]))\n",
|
|
"\n",
|
|
"# Plot the decision boundaries \n",
|
|
"# blue : the decision boundary using Sklearn\n",
|
|
"# rouge : the decision boundary using GD \n",
|
|
"x1 = np.linspace(-4, 4, 100)\n",
|
|
"x2_GD = -(w_GD[0] * x1 + b_GD) / w_GD[1]\n",
|
|
"\n",
|
|
"plt.plot(x1, x2_GD, c=\"tomato\", label=\"GD\")\n",
|
|
"plt.plot(x1, x2_learn, c=\"steelblue\", label=\"Sklearn\")\n",
|
|
"plt.legend()\n",
|
|
"plt.show()\n"
|
|
],
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"text/plain": [
|
|
"<Figure size 800x800 with 1 Axes>"
|
|
],
|
|
"image/png": 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"
|
|
},
|
|
"metadata": {},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"execution_count": 137
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"------------------------------\n",
|
|
"\n",
|
|
"## 3. mini-batch SGD for the logistic regression <a class=\"anchor\" id=\"chapter3\"></a> "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 10** : write a function implementing mini-batch SGD for the cost function of a logistic regression. \n",
|
|
"\n",
|
|
"- Name this function `mini_batch_SGD`. `SGD` is short for `Stochastic Gradient Descent`.\n",
|
|
"\n",
|
|
"- the input will be \n",
|
|
"\n",
|
|
" - the data `X,y`, \n",
|
|
"\n",
|
|
" - the learning rate (learning_rate)\n",
|
|
" \n",
|
|
" - the mini-batch size (batch_size)\n",
|
|
" \n",
|
|
" - the number of epochs (epochs)\n",
|
|
"\n",
|
|
"- Initialization : $w=(0,0)$ et $b=0$.\n",
|
|
"\n",
|
|
"- We add an output `costs_SGD` to track the values of the cost function throughout the training process.\n",
|
|
"\n",
|
|
"To simplify, you can assume that the sample size is a multiple of the batch size. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Hint : you can use `np.random.default_rng.shuffle()` to shuffle the dataset (permutation) : https://numpy.org/doc/2.2/reference/random/generated/numpy.random.Generator.shuffle.html\n",
|
|
"\n",
|
|
"Pay attention to the fact that you must sample non only `X` but also `y`."
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"a = np.arange(10)\n",
|
|
"rng = np.random.default_rng(seed=42)\n",
|
|
"rng.shuffle(a) # shuffle in place\n",
|
|
"a"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"def mini_batch_SGD(X, y, learning_rate, batch_size, epochs):\n",
|
|
" \"\"\"\n",
|
|
" Mini-batch stochastic gradient descent for logistic regression.\n",
|
|
"\n",
|
|
" Parameters:\n",
|
|
" X (numpy.ndarray): Input data of shape (n, d), where n is the number of samples and d is the number of features.\n",
|
|
" y (numpy.ndarray): Labels of shape (n,), where n is the sample size.\n",
|
|
" num_steps (int): Number of steps per epoch.\n",
|
|
" learning_rate (float): Learning rate for gradient descent.\n",
|
|
" batch_size (int): Size of each mini-batch.\n",
|
|
" epochs (int): Number of epochs to train.\n",
|
|
" \n",
|
|
" Returns:\n",
|
|
" w (numpy.ndarray): Final weight vector of shape (d,).\n",
|
|
" b (float): Final bias term.\n",
|
|
" costs_SGD (list): Cost function values at each step.\n",
|
|
" \"\"\"\n",
|
|
" # Initialization\n",
|
|
" n, d = X.shape\n",
|
|
" w = np.zeros(d)\n",
|
|
" b = 0\n",
|
|
" costs_SGD = []\n",
|
|
"\n",
|
|
" for epoch in range(epochs):\n",
|
|
" # Shuffle the data at the beginning of each epoch\n",
|
|
" indices = np.arange(n)\n",
|
|
" np.random.default_rng(seed=42).shuffle(indices)\n",
|
|
" X_shuffled = X[indices]\n",
|
|
" y_shuffled = y[indices]\n",
|
|
"\n",
|
|
" # Mini-batch processing\n",
|
|
"\n",
|
|
" # Compute predictions\n",
|
|
"\n",
|
|
" # Compute gradients\n",
|
|
" grad_w = (h - y) @ X\n",
|
|
" grad_b = np.sum(h - y)\n",
|
|
"\n",
|
|
" # Update parameters\n",
|
|
" w -= learning_rate * grad_w\n",
|
|
" b -= learning_rate * grad_b\n",
|
|
"\n",
|
|
" # Compute and store cost for tracking\n",
|
|
" current_cost = cost_log_likelihood(X, y, w, b)\n",
|
|
"\n",
|
|
" if epoch % 10 == 0:\n",
|
|
" print(f\"Epoch {epoch}/{epochs}, Cost: {current_cost:.4f}\")\n",
|
|
" print(\" and the parameters are\", w, b, \";\")\n",
|
|
"\n",
|
|
" costs_SGD.append(current_cost)\n",
|
|
"\n",
|
|
"\n",
|
|
"return w, b, costs_SGD\n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# when n//batch_size=0\n",
|
|
"x = np.array(['a', 'b', 'c', 'd', 'e', 'f'])\n",
|
|
"indices = np.array([0, 1, 2, 3, 4, 5])\n",
|
|
"n = len(x)\n",
|
|
"np.random.default_rng().shuffle(indices)\n",
|
|
"batch_size = 2\n",
|
|
"x_shuffled = x[indices]\n",
|
|
"j = 0\n",
|
|
"for i in range(0, n, batch_size):\n",
|
|
" print(f\"batch number {j}\", x_shuffled[i:i + batch_size])\n",
|
|
" j += 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"#when n//batch_size different from zero. \n",
|
|
"x = np.array(['a', 'b', 'c', 'd', 'e', 'f', 'g'])\n",
|
|
"indices = np.array([0, 1, 2, 3, 4, 5, 6])\n",
|
|
"n = len(x)\n",
|
|
"np.random.default_rng().shuffle(indices)\n",
|
|
"batch_size = 2\n",
|
|
"x_shuffled = x[indices]\n",
|
|
"j = 0\n",
|
|
"for i in range(0, n, batch_size):\n",
|
|
" print(f\"batch number {j}\", x_shuffled[i:i + batch_size])\n",
|
|
" j += 1"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 11** : (1) Run the next cell \n",
|
|
"- Remark : The sample size here is 10,000. Here we choose the mini-batch size to be 1,000. $\\Rightarrow$ At each iteration of SGD, we perform only 10% of the computations compared to standard gradient descent. \n",
|
|
"\n",
|
|
"- We can increase the `learning_rate` to `5e-4` to achieve faster convergence.\n",
|
|
"\n",
|
|
"(2) Compare the boundary decisions that we get using SGD with the boundary decision we get using `Sklearn`.\n",
|
|
"\n",
|
|
"(3) Plot the curve of `costs_SGD`, what can be observed ?"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"w_SGD, b_SGD, costs_SGD = mini_batch_SGD(X, y,\n",
|
|
" learning_rate=5e-4, batch_size=1000, epochs=30)\n",
|
|
"\n",
|
|
"print(\"The parameters computed by stochastic gradient descent are: \", w_SGD, b_SGD)\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Answer for Exercise 10 - (2): \n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Answer for Exercise 10 - (3): \n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# Answer for Exercise 12 : \n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"\n"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## 4. Logistic Regression on IRIS"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 12**\n",
|
|
"Split the dataset IRIS into a training set and a test set (specifying a random_state=5), keeping 33% of the data for the test set, and then fit a logistic Regression model on the training set using `sklearn`. Compute the accuracy score on the test set. "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# answer for Exercise 12"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"## 5. Logistic Regression on MNIST and CIFAR-10"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"As these datasets are large (large sample size and high dimension), sklearn is not adapted (even if we try another solver than the default one...). That is why we will use `tensorflow` (and more precisely `keras`) to fit a logistic regression model on MNIST and CIFAR10. Indeed tensorflow is for neural networks but, as mentioned in the lecture notes, logistic regression can be considered a particular neural network :\n",
|
|
"\n",
|
|
"\n",
|
|
"\n",
|
|
"Here in the lecture notes, the *activation function* is the *sigmoid* function as the problem is assumed to be a *binary* classification problem. But logistic regression can be used for a multiclass problem (i.e. more than two labels) as well : see https://datax.berkeley.edu/wp-content/uploads/2020/09/slides-m140-logistic-reg-sklearn.pdf slides 22, 23 and 24. \n",
|
|
"\n",
|
|
"See also (if necessary) : https://en.wikipedia.org/wiki/Multinomial_logistic_regression Section \"As a set of independent binary regressions\"\n",
|
|
"\n",
|
|
"The softmax function : https://en.wikipedia.org/wiki/Softmax_function\n",
|
|
"\n",
|
|
"So the multiclass logistic regression model, for $K$ labels in $\\{1,2,\\ldots,K\\}$, assumes that there exists a set of coefficients $(w_k)_{1\\le k<K}$ and a set of intercepts $(b_k)_{1\\le k<K}$ (where, for all $k$, $w_k \\in \\mathbb{R}^p$ if there are $p$ features) $b_k \\in \\mathbb{R}$) such that :\n",
|
|
"\n",
|
|
" 1. If $1\\le k <K$ then $P(Y=k\\vert X=x)=$ $\\frac{\\exp(w_k^Tx+b_k)}{1+\\sum_{\\ell=1}^{K-1}\\exp(w_\\ell^Tx+b_\\ell) }$\n",
|
|
" \n",
|
|
" 2. For k=K : $P(Y=K\\vert X=x)=$ $\\frac{1}{1+\\sum_{\\ell=1}^{K-1}\\exp(w_\\ell^Tx+b_\\ell) }$"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"import tensorflow as tf\n",
|
|
"\n",
|
|
"(x_train, y_train), (x_test, y_test) = tf.keras.datasets.mnist.load_data()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"type(x_train)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"x_train.shape, y_train.shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": "28 * 28"
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"So the image is not flattened ($28 \\times 28$) and the sample size is 60000. Before feeding the data to a logistic regression model, we need to flatten the data : that is what the layer `Flatten`does : this layer turns a 2 dimensional array (of shape $28\\times 28$) into a one-dimensional array (with 784 elements, so each of these 784 pixels is a feature). "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"# definition of the model \n",
|
|
"tf.random.set_seed(4)\n",
|
|
"model = tf.keras.Sequential()\n",
|
|
"model.add(tf.keras.layers.Input(shape=[28, 28])) # we specify the input shape\n",
|
|
"model.add(tf.keras.layers.Flatten()) # we flatten the data\n",
|
|
"model.add(tf.keras.layers.Dense(10, activation=\"softmax\")) # 10 labels (figures from 0 to 9)\n",
|
|
"#activation=\"softmax\" as it is a multiclass problem"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"Next we need to compile the model : this consists in specifying the loss used for the optimization problem, the optimizer, and the metrics. \n",
|
|
"\n",
|
|
"1. **The loss** (or cost function) is, as in the binary case, **minus the log-likelihood**. \n",
|
|
"\n",
|
|
"Let us recall that, in the binary case, the loss function is \n",
|
|
"$$-l_{\\mathcal{D}_n}\\big(w,b\\big)=-\\sum_{1\\leq i\\leq n}\\Big[Y_i\\log\\big(\\sigma(X_i^Tw+b)\\big)+(1-Y_i)\\log \\big(1-\\sigma(X_i^Tw+b)\\big)\\Big].$$\n",
|
|
"i.e. \n",
|
|
"$$-l_{\\mathcal{D}_n}\\big(w,b\\big)=-\\sum_{1\\leq i\\leq n}\\Big[\\mathbb{1}_{Y_i=1}\\log\\big(\\sigma(X_i^Tw+b)\\big)+\\mathbb{1}_{Y_i=0}\\log \\big(1-\\sigma(X_i^Tw+b)\\big)\\Big].$$\n",
|
|
"\n",
|
|
"\n",
|
|
"In the multiclass case, the loss function is :\n",
|
|
"\n",
|
|
"$-l_{\\mathcal{D}_n}\\big((w_k)_{1\\le k<K},(b_k)_{1\\le k<K}\\big)$\n",
|
|
"$$=-\\sum_{i=1}^n\\Big[ \\sum_{k=1}^{K-1} \\mathbb{1}_{Y_i=k}\\log(\\frac{\\exp(w_k^Tx+b_k)}{1+\\sum_{\\ell=1}^{K-1}\\exp(w_\\ell^Tx+b_\\ell) })+ \\mathbb{1}_{Y_i=K}\\log(\\frac{1}{1+\\sum_{\\ell=1}^{K-1}\\exp(w_\\ell^Tx+b_\\ell) })\\Big]$$\n",
|
|
"\n",
|
|
"Remark : in keras, when the labels are provided as integers as it is the case here, this loss is called `sparse_categorical_crossentropy`. If you want to provide labels using one-hot representation (\"dummy variables\" https://en.wikipedia.org/wiki/Dummy_variable_(statistics)), use `categorical_crossentropy`. \n",
|
|
"\n",
|
|
" 2. We use the stochastic gradient descent (SGD) for the optimizer.\n",
|
|
" \n",
|
|
" 3. We can also measure the accuracy of the classifier during training (`metrics=[\"accuracy\"]'). "
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"model.compile(loss=\"sparse_categorical_crossentropy\",\n",
|
|
" optimizer=\"sgd\",\n",
|
|
" metrics=[\"accuracy\"])"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": "history = model.fit(x_train, y_train, epochs=30)"
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": "model.evaluate(x_test, y_test)"
|
|
},
|
|
{
|
|
"cell_type": "markdown",
|
|
"metadata": {},
|
|
"source": [
|
|
"**Exercise 13** Do the same with the dataset CIFAR10. (Also 10 labels)"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"(X_train, y_train), (X_test, y_test) = tf.keras.datasets.cifar10.load_data()"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": "len(np.unique(y_test)) # 10 labels"
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": [
|
|
"X_train.shape, y_train.shape"
|
|
]
|
|
},
|
|
{
|
|
"cell_type": "code",
|
|
"execution_count": null,
|
|
"metadata": {},
|
|
"outputs": [],
|
|
"source": []
|
|
}
|
|
],
|
|
"metadata": {
|
|
"kernelspec": {
|
|
"display_name": "Python 3 (ipykernel)",
|
|
"language": "python",
|
|
"name": "python3"
|
|
},
|
|
"language_info": {
|
|
"codemirror_mode": {
|
|
"name": "ipython",
|
|
"version": 3
|
|
},
|
|
"file_extension": ".py",
|
|
"mimetype": "text/x-python",
|
|
"name": "python",
|
|
"nbconvert_exporter": "python",
|
|
"pygments_lexer": "ipython3",
|
|
"version": "3.9.21"
|
|
}
|
|
},
|
|
"nbformat": 4,
|
|
"nbformat_minor": 4
|
|
}
|