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

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PetropoulakisPanagiotis/clustering

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License: MIT

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

Author

Petropoulakis Panagiotis [email protected]