densityClust: 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.

Version:	0.3.3
Imports:	FNN, ggplot2, ggrepel, grDevices, gridExtra, RColorBrewer, Rtsne
LinkingTo:	cpp11
Suggests:	covr, testthat
Published:	2024-01-29
DOI:	10.32614/CRAN.package.densityClust
Author:	Thomas Lin Pedersen [aut, cre], Sean Hughes [aut], Xiaojie Qiu [aut]
Maintainer:	Thomas Lin Pedersen <thomasp85 at gmail.com>
BugReports:	https://github.com/thomasp85/densityClust/issues
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL:	https://github.com/thomasp85/densityClust
NeedsCompilation:	yes
Materials:	README, NEWS
CRAN checks:	densityClust results

Documentation:

Reference manual:

densityClust.html , densityClust.pdf

Downloads:

Package source:	densityClust_0.3.3.tar.gz
Windows binaries:	r-devel: densityClust_0.3.3.zip, r-release: densityClust_0.3.3.zip, r-oldrel: densityClust_0.3.3.zip
macOS binaries:	r-release (arm64): densityClust_0.3.3.tgz, r-oldrel (arm64): densityClust_0.3.3.tgz, r-release (x86_64): densityClust_0.3.3.tgz, r-oldrel (x86_64): densityClust_0.3.3.tgz
Old sources:	densityClust archive

Reverse dependencies:

Reverse suggests:

FCPS

Linking:

Please use the canonical form https://CRAN.R-project.org/package=densityClust to link to this page.