Spectral Clustering

A python implementation of Spectral Clustering, tested on twocircle dataset of sklearn.

Usage

sudo chmod u+x run.sh
./run.sh

Result

Spectral clustering on the left, and ordinary Kmeans on the right.

<center> <img src="https://github.com/SongDark/SpectralClustering/blob/master/figures/spectral_clustering.png?raw=true" width="80%">