README.md

Centroid based clustering algorithms implementation

• lac.py: Learning Automata Clustering (LAC) algorithm
• kmeans.py: K-means clustering algorithm
• kmeans++.py: K-means++ clustering algorithm
• kmedians.py: K-medians clustering algorithm
• kmedoids.py: K-medoids clustering algorithm

Density based clustering algorithm implementation

• dbscan.py: DBSCAN clustering algorithm

Spectral based clustering

• spectral.py: Spectral clustering

Requirements

• Linux OS
• Python 3.4
• NumPy: sudo pip3.4 install numpy

References

• Mohammad Hasanzadeh Mofrad, and Alireza Rezvanian. “Learning Automata Clustering.” Journal of Computational Science, 24, 379-388, 2018. (https://www.sciencedirect.com/science/article/pii/S1877750317302247)