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Morten Hjorth-Jensen 3147098147 update
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"<!-- HTML file automatically generated from DocOnce source (https://github.com/doconce/doconce/)\n",
"doconce format html clustering.do.txt -->"
]
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{
"cell_type": "markdown",
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"source": [
"# Clustering and Unsupervised Learning\n",
"\n",
"In general terms cluster analysis, or clustering, is the task of grouping a\n",
"data-set into different distinct categories based on some measure of equality of\n",
"the data. This measure is often referred to as a **metric** or **similarity\n",
"measure** in the literature (note: sometimes we deal with a **dissimilarity\n",
"measure** instead). Usually, these metrics are formulated as some kind of\n",
"distance function between points in a high-dimensional space.\n",
"\n",
"The simplest, and also the most\n",
"common is the **Euclidean distance**.\n",
"\n",
"The simplest of all clustering algorithms is the **k-means algorithm**\n",
", sometimes also referred to as *Lloyds algorithm*. It is the simplest and also\n",
"the most common. From its simplicity it obtains both strengths and weaknesses.\n",
"These will be discussed in more detail later. The $k$-means algorithm is a\n",
"**centroid based** clustering algorithm.\n",
"\n",
"Assume, we are given $n$ data points and we wish to split the data into $K < n$\n",
"different categories, or clusters. We label each cluster by an integer"
]
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"$$\n",
"k\\in\\{1, \\cdots, K \\}.\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "cfd8fe00",
"metadata": {
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"source": [
"In the basic k-means algorithm each point is assigned to only\n",
"one cluster $k$, and these assignments are *non-injective* i.e. many-to-one. We\n",
"can think of these mappings as an encoder $k = C(i)$, which assigns the $i$-th\n",
"data-point $\\bf x_i$ to the $k$-th cluster.\n",
"\n",
"$k$-means algorithm in words:\n",
"1. We start with guesses / random initializations of our $k$ cluster centers/centroids\n",
"\n",
"2. For each centroid the points that are most similar are identified\n",
"\n",
"3. Then we move / replace each centroid with a coordinate average of all the points that were assigned to that centroid.\n",
"\n",
"4. Iterate 2-3 until the centroids no longer move (to some tolerance)\n",
"\n",
"We assume we have $n$ data-points"
]
},
{
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"id": "a29b7459",
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"source": [
"<!-- Equation labels as ordinary links -->\n",
"<div id=\"eq:kmeanspoints\"></div>\n",
"\n",
"$$\n",
"\\begin{equation}\\label{eq:kmeanspoints} \\tag{1}\n",
" \\boldsymbol{x_i} = \\{x_{i, 1}, \\cdots, x_{i, p}\\}\\in\\mathbb{R}^p.\n",
"\\end{equation}\n",
"$$"
]
},
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"which we wish to group into $K < n$ clusters. For our dissimilarity measure we\n",
"use the *squared Euclidean distance*"
]
},
{
"cell_type": "markdown",
"id": "d3c32572",
"metadata": {
"editable": true
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"source": [
"<!-- Equation labels as ordinary links -->\n",
"<div id=\"eq:squaredeuclidean\"></div>\n",
"\n",
"$$\n",
"\\begin{equation}\\label{eq:squaredeuclidean} \\tag{2}\n",
" d(\\boldsymbol{x_i}, \\boldsymbol{x_i'}) = \\sum_{j=1}^p(x_{ij} - x_{i'j})^2\n",
" = ||\\boldsymbol{x_i} - \\boldsymbol{x_{i'}}||^2\n",
"\\end{equation}\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "29d24648",
"metadata": {
"editable": true
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"source": [
"We define the so called *within-cluster point scatter* which gives us a\n",
"measure of how close each data point assigned to the same cluster tends to be to\n",
"the all the others."
]
},
{
"cell_type": "markdown",
"id": "fce5c797",
"metadata": {
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"source": [
"<!-- Equation labels as ordinary links -->\n",
"<div id=\"eq:withincluster\"></div>\n",
"\n",
"$$\n",
"\\begin{equation}\\label{eq:withincluster} \\tag{3}\n",
" W(C) = \\frac{1}{2}\\sum_{k=1}^K\\sum_{C(i)=k}\n",
" \\sum_{C(i')=k}d(\\boldsymbol{x_i}, \\boldsymbol{x_{i'}}) =\n",
" \\sum_{k=1}^KN_k\\sum_{C(i)=k}||\\boldsymbol{x_i} - \\boldsymbol{\\overline{x_k}}||^2\n",
"\\end{equation}\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "674a26b7",
"metadata": {
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"source": [
"where $\\boldsymbol{\\overline{x_k}}$ is the mean vector associated with the $k$-th\n",
"cluster, and $N_k = \\sum_{i=1}^nI(C(i) = k)$, where the $I()$ notation is\n",
"similar to the Kronecker delta (*Commonly used in statistics, it just means that\n",
"when $i = k$ we have the encoder $C(i)$*). In other words, the within-cluster\n",
"scatter measures the compactness of each cluster with respect to the data points\n",
"assigned to each cluster. This is the quantity that the $k$-means algorithm aims\n",
"to minimize. We refer to this quantity $W(C)$ as the within cluster scatter\n",
"because of its relation to the *total scatter*.\n",
"\n",
"We have"
]
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"source": [
"<!-- Equation labels as ordinary links -->\n",
"<div id=\"eq:totalscatter\"></div>\n",
"\n",
"$$\n",
"\\begin{equation}\\label{eq:totalscatter} \\tag{4}\n",
" T = W(C) + B(C) = \\frac{1}{2}\\sum_{i=1}^n\n",
" \\sum_{i'=1}^nd(\\boldsymbol{x_i}, \\boldsymbol{x_{i'}})\n",
" = \\frac{1}{2}\\sum_{k=1}^K\\sum_{C(i)=k}\n",
" \\Big(\\sum_{C(i') = k}d(\\boldsymbol{x_i}, \\boldsymbol{x_{i'}})\n",
" + \\sum_{C(i')\\neq k}d(\\boldsymbol{x_i}, \\boldsymbol{x_{i'}})\\Big).\n",
"\\end{equation}\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "5471a94d",
"metadata": {
"editable": true
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"source": [
"This is a quantity that is conserved throughout the $k$-means algorithm. It can\n",
"be thought of as the total amount of information in the data, and it is composed\n",
"of the aforementioned within-cluster scatter and the *between-cluster scatter*\n",
"$B(C)$. In methods such as principle component analysis the total scatter is not\n",
"conserved.\n",
"\n",
"Given a cluster mean $\\boldsymbol{m_k}$ we define the **total cluster variance**"
]
},
{
"cell_type": "markdown",
"id": "299a99ce",
"metadata": {
"editable": true
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"source": [
"<!-- Equation labels as ordinary links -->\n",
"<div id=\"eq:totalclustervariance\"></div>\n",
"\n",
"$$\n",
"\\begin{equation}\\label{eq:totalclustervariance} \\tag{5}\n",
" \\min_{C, \\{\\boldsymbol{m_k}\\}_1^K}\\sum_{k=1}^KN_k\\sum||\\boldsymbol{x_i} - \\boldsymbol{m_k}||^2\n",
"\\end{equation}\n",
"$$"
]
},
{
"cell_type": "markdown",
"id": "bdfa54ee",
"metadata": {
"editable": true
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"source": [
"Now we have all the pieces necessary to formally revisit the $k$-means algorithm.\n",
"\n",
"The $k$-means clustering algorithm goes as follows \n",
"\n",
"1. For a given cluster assignment $C$, and $k$ cluster means $\\left\\{m_1, \\cdots, m_k\\right\\}$. We minimize the total cluster variance with respect to the cluster means $\\{m_k\\}$ yielding the means of the currently assigned clusters.\n",
"\n",
"2. Given a current set of $k$ means $\\{m_k\\}$ the total cluster variance is minimized by assigning each observation to the closest (current) cluster mean. That is $$C(i) = \\underset{1\\leq k\\leq K}{\\mathrm{argmin}} ||\\boldsymbol{x_i} - \\boldsymbol{m_k}||^2$$\n",
"\n",
"3. Steps 1 and 2 are repeated until the assignments do not change."
]
},
{
"cell_type": "markdown",
"id": "f5def86c",
"metadata": {
"editable": true
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"source": [
"## Codes and Approaches\n",
"\n",
"1. Before we start we specify a number $k$ which is the number of clusters we want to try to separate our data into.\n",
"\n",
"2. We initially choose $k$ random data points in our data as our initial centroids, *or means* (this is where the name comes from).\n",
"\n",
"3. Assign each data point to their closest centroid, based on the squared Euclidean distance.\n",
"\n",
"4. For each of the $k$ cluster we update the centroid by calculating new mean values for all the data points in the cluster.\n",
"\n",
"5. Iteratively minimize the within cluster scatter by performing steps (3, 4) until the new assignments stop changing (can be to some tolerance) or until a maximum number of iterations have passed.\n",
"\n",
"Let us now program the most basic version of the algorithm using nothing but\n",
"Python with numpy arrays. This code is kept intentionally simple to gradually\n",
"progress our understanding. There is no vectorization of any kind, and even most\n",
"helper functions are not utilized.\n",
"\n",
"We need first a dataset to do our cluster analysis on. In our case\n",
"this is a plain *vanilla* data set using random numbers using a\n",
"Gaussian distribution."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "b0260188",
"metadata": {
"collapsed": false,
"editable": true
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"outputs": [],
"source": [
"%matplotlib inline\n",
"\n",
"import time\n",
"import numpy as np\n",
"import tensorflow as tf\n",
"from matplotlib import image\n",
"import matplotlib.pyplot as plt\n",
"from sklearn.cluster import KMeans\n",
"from IPython.display import display\n",
"\n",
"np.random.seed(2021)"
]
},
{
"cell_type": "markdown",
"id": "fe680e35",
"metadata": {
"editable": true
},
"source": [
"Next we define functions, for ease of use later, to generate Gaussians and to\n",
"set up our toy data set."
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "9db2bbce",
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"outputs": [
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def gaussian_points(dim=2, n_points=1000, mean_vector=np.array([0, 0]),\n",
" sample_variance=1):\n",
" \"\"\"\n",
" Very simple custom function to generate gaussian distributed point clusters\n",
" with variable dimension, number of points, means in each direction\n",
" (must match dim) and sample variance.\n",
"\n",
" Inputs:\n",
" dim (int)\n",
" n_points (int)\n",
" mean_vector (np.array) (where index 0 is x, index 1 is y etc.)\n",
" sample_variance (float)\n",
"\n",
" Returns:\n",
" data (np.array): with dimensions (dim x n_points)\n",
" \"\"\"\n",
"\n",
" mean_matrix = np.zeros(dim) + mean_vector\n",
" covariance_matrix = np.eye(dim) * sample_variance\n",
" data = np.random.multivariate_normal(mean_matrix, covariance_matrix,\n",
" n_points)\n",
" return data\n",
"\n",
"\n",
"\n",
"def generate_simple_clustering_dataset(dim=2, n_points=1000, plotting=True,\n",
" return_data=True):\n",
" \"\"\"\n",
" Toy model to illustrate k-means clustering\n",
" \"\"\"\n",
"\n",
" data1 = gaussian_points(mean_vector=np.array([5, 5]))\n",
" data2 = gaussian_points()\n",
" data3 = gaussian_points(mean_vector=np.array([1, 4.5]))\n",
" data4 = gaussian_points(mean_vector=np.array([5, 1]))\n",
" data = np.concatenate((data1, data2, data3, data4), axis=0)\n",
"\n",
" if plotting:\n",
" fig, ax = plt.subplots()\n",
" ax.scatter(data[:, 0], data[:, 1], alpha=0.2)\n",
" ax.set_title('Toy Model Dataset')\n",
" plt.show()\n",
"\n",
"\n",
" if return_data:\n",
" return data\n",
"\n",
"\n",
"data = generate_simple_clustering_dataset()"
]
},
{
"cell_type": "markdown",
"id": "c0bb8c76",
"metadata": {
"editable": true
},
"source": [
"With the above dataset we start\n",
"implementing the $k$-means algorithm."
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "29a75065",
"metadata": {
"collapsed": false,
"editable": true
},
"outputs": [],
"source": [
"\n",
"n_samples, dimensions = data.shape\n",
"n_clusters = 4\n",
"\n",
"# we randomly initialize our centroids\n",
"np.random.seed(2021)\n",
"centroids = data[np.random.choice(n_samples, n_clusters, replace=False), :]\n",
"distances = np.zeros((n_samples, n_clusters))\n",
"\n",
"# first we need to calculate the distance to each centroid from our data\n",
"for k in range(n_clusters):\n",
" for n in range(n_samples):\n",
" dist = 0\n",
" for d in range(dimensions):\n",
" dist += np.abs(data[n, d] - centroids[k, d])**2\n",
" distances[n, k] = dist\n",
"\n",
"# we initialize an array to keep track of to which cluster each point belongs\n",
"# the way we set it up here the index tracks which point and the value which\n",
"# cluster the point belongs to\n",
"cluster_labels = np.zeros(n_samples, dtype='int')\n",
"\n",
"# next we loop through our samples and for every point assign it to the cluster\n",
"# to which it has the smallest distance to\n",
"for n in range(n_samples):\n",
" # tracking variables (all of this is basically just an argmin)\n",
" smallest = 1e10\n",
" smallest_row_index = 1e10\n",
" for k in range(n_clusters):\n",
" if distances[n, k] < smallest:\n",
" smallest = distances[n, k]\n",
" smallest_row_index = k\n",
"\n",
" cluster_labels[n] = smallest_row_index"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "9fae7fc9",
"metadata": {
"collapsed": false,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot()\n",
"unique_cluster_labels = np.unique(cluster_labels)\n",
"for i in unique_cluster_labels:\n",
" ax.scatter(data[cluster_labels == i, 0],\n",
" data[cluster_labels == i, 1],\n",
" label = i,\n",
" alpha = 0.2)\n",
" ax.scatter(centroids[:, 0], centroids[:, 1], c='black')\n",
"\n",
"ax.set_title(\"First Grouping of Points to Centroids\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "90d2a873",
"metadata": {
"editable": true
},
"source": [
"So what do we have so far? We have 'picked' $k$ centroids at random from our\n",
"data points. There are other ways of more intelligently choosing their\n",
"initializations, however for our purposes randomly is fine. Then we have\n",
"initialized an array 'distances' which holds the information of the distance,\n",
"*or dissimilarity*, of every point to of our centroids. Finally, we have\n",
"initialized an array 'cluster_labels' which according to our distances array\n",
"holds the information of to which centroid every point is assigned. This was the\n",
"first pass of our algorithm. Essentially, all we need to do now is repeat the\n",
"distance and assignment steps above until we have reached a desired convergence\n",
"or a maximum amount of iterations."
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "378c29fc",
"metadata": {
"collapsed": false,
"editable": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Converged at iteration 5\n"
]
}
],
"source": [
"\n",
"max_iterations = 100\n",
"tolerance = 1e-8\n",
"\n",
"for iteration in range(max_iterations):\n",
" prev_centroids = centroids.copy()\n",
" for k in range(n_clusters):\n",
" # this array will be used to update our centroid positions\n",
" vector_mean = np.zeros(dimensions)\n",
" mean_divisor = 0\n",
" for n in range(n_samples):\n",
" if cluster_labels[n] == k:\n",
" vector_mean += data[n, :]\n",
" mean_divisor += 1\n",
"\n",
" # update according to the k means\n",
" centroids[k, :] = vector_mean / mean_divisor\n",
"\n",
" # we find the dissimilarity\n",
" for k in range(n_clusters):\n",
" for n in range(n_samples):\n",
" dist = 0\n",
" for d in range(dimensions):\n",
" dist += np.abs(data[n, d] - centroids[k, d])**2\n",
" distances[n, k] = dist\n",
"\n",
" # assign each point\n",
" for n in range(n_samples):\n",
" smallest = 1e10\n",
" smallest_row_index = 1e10\n",
" for k in range(n_clusters):\n",
" if distances[n, k] < smallest:\n",
" smallest = distances[n, k]\n",
" smallest_row_index = k\n",
"\n",
" cluster_labels[n] = smallest_row_index\n",
"\n",
" # convergence criteria\n",
" centroid_difference = np.sum(np.abs(centroids - prev_centroids))\n",
" if centroid_difference < tolerance:\n",
" print(f'Converged at iteration {iteration}')\n",
" break\n",
"\n",
" elif iteration == max_iterations:\n",
" print(f'Did not converge in {max_iterations} iterations')"
]
},
{
"cell_type": "markdown",
"id": "545a6742",
"metadata": {
"editable": true
},
"source": [
"We now have a simple , un-optimized $k$-means\n",
"clustering implementation. Lets plot the final result"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "d9d3973b",
"metadata": {
"collapsed": false,
"editable": true
},
"outputs": [
{
"data": {
"image/png": 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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = plt.figure()\n",
"ax = fig.add_subplot()\n",
"unique_cluster_labels = np.unique(cluster_labels)\n",
"for i in unique_cluster_labels:\n",
" ax.scatter(data[cluster_labels == i, 0],\n",
" data[cluster_labels == i, 1],\n",
" label = i,\n",
" alpha = 0.2)\n",
" ax.scatter(centroids[:, 0], centroids[:, 1], c='black')\n",
"\n",
"ax.set_title(\"Final Result of K-means Clustering\")\n",
"\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "ee6a145f",
"metadata": {
"collapsed": false,
"editable": true
},
"outputs": [],
"source": [
"def naive_kmeans(data, n_clusters=4, max_iterations=100, tolerance=1e-8):\n",
" start_time = time.time()\n",
"\n",
" n_samples, dimensions = data.shape\n",
" n_clusters = 4\n",
" #np.random.seed(2021)\n",
" centroids = data[np.random.choice(n_samples, n_clusters, replace=False), :]\n",
" distances = np.zeros((n_samples, n_clusters))\n",
"\n",
" for k in range(n_clusters):\n",
" for n in range(n_samples):\n",
" dist = 0\n",
" for d in range(dimensions):\n",
" dist += np.abs(data[n, d] - centroids[k, d])**2\n",
" distances[n, k] = dist\n",
"\n",
" cluster_labels = np.zeros(n_samples, dtype='int')\n",
"\n",
" for n in range(n_samples):\n",
" smallest = 1e10\n",
" smallest_row_index = 1e10\n",
" for k in range(n_clusters):\n",
" if distances[n, k] < smallest:\n",
" smallest = distances[n, k]\n",
" smallest_row_index = k\n",
"\n",
" cluster_labels[n] = smallest_row_index\n",
"\n",
" for iteration in range(max_iterations):\n",
" prev_centroids = centroids.copy()\n",
" for k in range(n_clusters):\n",
" vector_mean = np.zeros(dimensions)\n",
" mean_divisor = 0\n",
" for n in range(n_samples):\n",
" if cluster_labels[n] == k:\n",
" vector_mean += data[n, :]\n",
" mean_divisor += 1\n",
"\n",
" centroids[k, :] = vector_mean / mean_divisor\n",
"\n",
" for k in range(n_clusters):\n",
" for n in range(n_samples):\n",
" dist = 0\n",
" for d in range(dimensions):\n",
" dist += np.abs(data[n, d] - centroids[k, d])**2\n",
" distances[n, k] = dist\n",
"\n",
" for n in range(n_samples):\n",
" smallest = 1e10\n",
" smallest_row_index = 1e10\n",
" for k in range(n_clusters):\n",
" if distances[n, k] < smallest:\n",
" smallest = distances[n, k]\n",
" smallest_row_index = k\n",
"\n",
" cluster_labels[n] = smallest_row_index\n",
"\n",
" centroid_difference = np.sum(np.abs(centroids - prev_centroids))\n",
" if centroid_difference < tolerance:\n",
" print(f'Converged at iteration {iteration}')\n",
" print(f'Runtime: {time.time() - start_time} seconds')\n",
"\n",
" return cluster_labels, centroids\n",
"\n",
" print(f'Did not converge in {max_iterations} iterations')\n",
" print(f'Runtime: {time.time() - start_time} seconds')\n",
"\n",
" return cluster_labels, centroids"
]
}
],
"metadata": {
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.15"
}
},
"nbformat": 4,
"nbformat_minor": 5
}