tglkmeans-package: tglkmeans: Efficient Implementation of K-Means++ Algorithm

In tanaylab/tglkmeans: Efficient Implementation of K-Means++ Algorithm

tglkmeans: Efficient Implementation of K-Means++ Algorithm

Description

Efficient implementation of K-Means++ algorithm. For more information see (1) "kmeans++ the advantages of the k-means++ algorithm" by David Arthur and Sergei Vassilvitskii (2007), Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, pp. 1027-1035, and (2) "The Effectiveness of Lloyd-Type Methods for the k-Means Problem" by Rafail Ostrovsky, Yuval Rabani, Leonard J. Schulman and Chaitanya Swamy \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1145/2395116.2395117")}.

Author(s)

Maintainer: Aviezer Lifshitz [e-mail]

Authors:

• Amos Tanay

Other contributors:

• Weizmann Institute of Science [copyright holder]

See Also

Useful links:

• https://tanaylab.github.io/tglkmeans/

• https://github.com/tanaylab/tglkmeans

• Report bugs at https://github.com/tanaylab/tglkmeans/issues

tanaylab/tglkmeans documentation built on Jan. 27, 2024, 8:37 a.m.