kmeans

This project is aimed to implement clustering algorithms including kmeans, kmeans++ and spectral clustering from scratch and explore their application.

• The main notebook is kmeans.ipynb.
• The PDF version is kmeans.pdf.
• The Algorithms implemented from scratch are defined in kmeans.py.