[R-pkg-team] Bug#970074: ITP: r-cran-densityclust -- GNU R clustering by fast search and find of density peaks
Andreas Tille
tille at debian.org
Fri Sep 11 07:56:26 BST 2020
Package: wnpp
Severity: wishlist
Subject: ITP: r-cran-densityclust -- GNU R clustering by fast search and find of density peaks
Package: wnpp
Owner: Andreas Tille <tille at debian.org>
Severity: wishlist
* Package name : r-cran-densityclust
Version : 0.3
Upstream Author : Thomas Lin Pedersen,
* URL : https://cran.r-project.org/package=densityClust
* License : GPL-2+
Programming Lang: GNU R
Description : GNU R clustering by fast search and find of density peaks
An improved implementation (based on k-nearest neighbors) of the
density peak clustering algorithm, originally described by Alex Rodriguez
and Alessandro Laio (Science, 2014 vol. 344). It can handle large datasets
(> 100, 000 samples) very efficiently. It was initially implemented by
Thomas Lin Pedersen, with inputs from Sean Hughes and later improved by
Xiaojie Qiu to handle large datasets with kNNs.
Remark: This package is maintained by Debian R Packages Maintainers at
https://salsa.debian.org/r-pkg-team/r-cran-densityclust
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