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Type: Package
Package: densityClust
Title: Clustering by Fast Search and Find of Density Peaks
Version: 0.3.3
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
RoxygenNote: 7.3.1
NeedsCompilation: yes
Packaged: 2024-01-29 13:51:42 UTC; thomas
Author: Thomas Lin Pedersen [aut, cre],
Sean Hughes [aut],
Xiaojie Qiu [aut]
Repository: CRAN
Date/Publication: 2024-01-29 14:30:02 UTC
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