[R-pkg-team] Bug#993737: ITP: r-cran-clusterr -- GNU R Gaussian mixture models, k-means and others
Andreas Tille
tille at debian.org
Sun Sep 5 18:19:36 BST 2021
Package: wnpp
Severity: wishlist
Subject: ITP: r-cran-clusterr -- GNU R Gaussian mixture models, k-means and others
Package: wnpp
Owner: Andreas Tille <tille at debian.org>
Severity: wishlist
* Package name : r-cran-clusterr
Version : 1.2.5
Upstream Author : Lampros Mouselimis,
* URL : https://cran.r-project.org/package=ClusterR
* License : GPL-3
Programming Lang: GNU R
Description : GNU R Gaussian mixture models, k-means and others
This GNU R package provides Gaussian mixture models, k-means Mini-Batch-
Kmeans, K-Medoids and Affinity Propagation Clustering Gaussian mixture
models, k-means, mini-batch-kmeans, k-medoids and affinity propagation
clustering with the option to plot, validate, predict (new data) and
estimate the optimal number of clusters. The package takes advantage of
'RcppArmadillo' to speed up the computationally intensive parts of the
functions. For more information, see (i) "Clustering in an Object-
Oriented Environment" by Anja Struyf, Mia Hubert, Peter Rousseeuw
(1997), Journal of Statistical Software, <doi:10.18637/jss.v001.i04>;
(ii) "Web-scale k-means clustering" by D. Sculley (2010), ACM Digital
Library, <doi:10.1145/1772690.1772862>; (iii) "Armadillo: a template-
based C++ library for linear algebra" by Sanderson et al (2016), The
Journal of Open Source Software, <doi:10.21105/joss.00026>; (iv)
"Clustering by Passing Messages Between Data Points" by Brendan J. Frey
and Delbert Dueck, Science 16 Feb 2007: Vol. 315, Issue 5814, pp. 972-
976, <doi:10.1126/science.1136800>.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-clusterr
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