PetropoulakisPanagiotis / clustering

Clustering methods implementations in C++: Lloyd, K-Means, K-Means++, PAM

Clustering

Available methods:

Initialization	Assignment	Update Centroids
Random	Lloyd's	K-Means
K-Means++	Range	PAM

Note: as for the range assignment (LSH/Hypercube), please refer also to nearest-neighbor-search repository.

Installation

Clone this repository to your local machine:

git clone https://github.com/PetropoulakisPanagiotis/clustering.git

Wiki

Tutorial

Author

Petropoulakis Panagiotis petropoulakispanagiotis@gmail.com

About

Clustering methods implementations in C++: Lloyd, K-Means, K-Means++, PAM

algorithms-and-data-structures cluster-analysis clustering clustering-algorithm clustering-analysis clustering-methods clustering-models cplusplus cpp hypercube implementation implementation-of-algorithms k-means k-means-plus-plus lloyds lloyds-algorithm lsh machine-learning paml silhouette

Languages

Language:C++ 98.1%Language:Makefile 1.7%Language:C 0.2%