Homework 3: Wikipedia Clustering

Clustering is an important machine learning task that tackles the problem of classifying data into distinct groups based on their features. An ideal clustering algorithm maximizes feature similarities within a cluster while minimizing the feature similarities across clusters. Some of the most common clustering algorithms include spectral clustering and k-means clustering. This project essentially consists of two main parts: extracting features into a bag-of-words representation and then performing clustering using these features.