Type: Package
Package: densityClust
Title: Clustering by Fast Search and Find of Density Peaks
Version: 0.3.3.9000
Authors@R: c(
    person("Thomas Lin", "Pedersen", , "thomasp85@gmail.com", role = c("aut", "cre")),
    person("Sean", "Hughes", role = "aut"),
    person("Xiaojie", "Qiu", , "xqiu@uw.edu", role = "aut")
  )
Maintainer: Thomas Lin Pedersen <thomasp85@gmail.com>
Description: 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.
License: GPL (>= 2)
URL: https://github.com/thomasp85/densityClust
BugReports: https://github.com/thomasp85/densityClust/issues
Imports: FNN, ggplot2, ggrepel, grDevices, gridExtra, RColorBrewer,
        Rtsne
Suggests: covr, testthat
LinkingTo: cpp11
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Repository: https://thomasp85.r-universe.dev
Date/Publication: 2024-01-29 14:24:20 UTC
RemoteUrl: https://github.com/thomasp85/densityclust
RemoteRef: HEAD
RemoteSha: 887adc74a91142e9c1adfa16836e0d9efab91657
NeedsCompilation: yes
Packaged: 2026-07-12 08:35:52 UTC; root
Author: Thomas Lin Pedersen [aut, cre],
  Sean Hughes [aut],
  Xiaojie Qiu [aut]