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DESCRIPTION
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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", , "[email protected]", role = c("aut", "cre")),
person("Sean", "Hughes", role = "aut"),
person("Xiaojie", "Qiu", , "[email protected]", role = "aut")
)
Maintainer: Thomas Lin Pedersen <[email protected]>
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