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DESCRIPTION
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DESCRIPTION
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Package: clustTools
Type: Package
Title: Tools for Dimensionality Reduction and Data Clustering
Version: 1.3.1
Maintainer: Piotr Tymoszuk <[email protected]>
Description: Provides a comprehensive set of R functions for dimensionality
reduction (PCA, MDS, UMAP, matrix decomposition),
clustering (HCl, KMEANS, PAM, DBSCAN, SOM and regularized KMEANS)
and combined reduction-clustering tools.
Visualization and QC toolset is provided as well.
License: GPL-3
Encoding: UTF-8
LazyData: true
Authors@R:
person("Piotr", "Tymoszuk", , "[email protected]",
role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-0398-6034"))
Imports:
caret,
clusterHD,
cowplot,
coxed,
dbscan,
dendextend,
expm,
factoextra,
furrr,
future,
ggrepel,
kohonen,
nomclust,
pcaPP,
philentropy,
somKernels,
stringi,
tidyr,
umap,
utils
RoxygenNote: 7.2.3
Roxygen: list(markdown = TRUE)
Depends:
cluster,
dplyr,
generics,
ggplot2,
purrr,
rlang,
tibble