This repository contains implementation of 4 different clustering algorithms:

1. Lloyd's k-Means
2. Greedy k Centers
3. Swap One
4. Spectral Clustering

Requirements

Python 3.

Input

The user can provide data in any format that does not contain a header and that can be represented as a matrix with dimensions [num_observations] x [num_features]