r-tglkmeans 0.5.5

Efficient implementation of K-Means++ algorithm

This package provides an efficient implementation of the 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 <doi:10.1145/2395116.2395117>.

Outputs: out
Website: https://tanaylab.github.io/tglkmeans/
Licenses: Expat
Package source: gnu/packages/cran.scm
Builds: See build status
Issues: See known issues

Installation

Install r-tglkmeans 0.5.5 as follows:

guix install r-tglkmeans@0.5.5

Or install the latest version:

guix install r-tglkmeans

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.