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Package: densityClust
Type: Package
Title: Clustering by Fast Search and Find of Density Peaks
Version: 0.3
Date: 2017-10-24
Authors@R: c(
person("Thomas Lin", "Pedersen", email = "thomasp85@gmail.com", role = c("aut", "cre")),
person("Sean", "Hughes", email = "", role = c("aut")),
person("Xiaojie", "Qiu", email = "xqiu@uw.edu", role = c("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)
Suggests: testthat
LinkingTo: Rcpp
Imports: Rcpp, FNN, Rtsne, ggplot2, ggrepel, grDevices, gridExtra,
RColorBrewer
RoxygenNote: 6.0.1
NeedsCompilation: yes
Packaged: 2017-10-24 11:49:46 UTC; w22066
Author: Thomas Lin Pedersen [aut, cre],
Sean Hughes [aut],
Xiaojie Qiu [aut]
Repository: CRAN
Date/Publication: 2017-10-24 12:52:51 UTC
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