Clustering algorithms powered by Numpy

This is an fast implementation of K-Means, K-Means++ and C-Means with Numpy.

How to install ?

This package is distributed on https://pypi.org/project/clustering-algorithms and can be installed by the following command:

pip install clustering-algorithms

How to contribute ?

Comments and PR are very welcome. You can check the coding conventions by running the following command:

./scripts/bash/style.sh

Miscellaneous

Performance comparison of K-Means and C-Means

PYTHONPATH=. python  ./scripts/python/performance.py

Plotting K-Means and C-Means

PYTHONPATH=. python  ./scripts/python/plot.py