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DESCRIPTION
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DESCRIPTION
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Package: densityClust
Type: Package
Title: Clustering by Fast Search and Find of Density Peaks
Version: 0.3.1.9000
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) <DOI: 10.1126/science.1242072>.
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,
covr
LinkingTo: Rcpp
Imports:
Rcpp,
FNN,
Rtsne,
ggplot2,
ggrepel,
grDevices,
gridExtra,
RColorBrewer
RoxygenNote: 6.0.1
Roxygen: list(markdown = TRUE)
URL: https://github.com/thomasp85/densityClust
BugReports: https://github.com/thomasp85/densityClust/issues