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DESCRIPTION
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DESCRIPTION
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Package: umap
Title: Uniform Manifold Approximation and Projection
Version: 0.2.11.0
Authors@R:
person("Tomasz", "Konopka", , "tokonopka@gmail.com", role = c("aut", "cre"))
Author: Tomasz Konopka [aut, cre]
Maintainer: Tomasz Konopka <tokonopka@gmail.com>
Description: Uniform manifold approximation and projection is a technique
for dimension reduction. The algorithm was described by McInnes and
Healy (2018) in <arXiv:1802.03426>. This package provides an interface
for two implementations. One is written from scratch, including components
for nearest-neighbor search and for embedding. The second implementation
is a wrapper for 'python' package 'umap-learn' (requires separate
installation, see vignette for more details).
Depends:
R (>= 3.6.0)
Imports:
Matrix,
methods,
openssl,
reticulate,
Rcpp (>= 0.12.6),
RSpectra,
stats
License: MIT + file LICENSE
URL: https://github.com/tkonopka/umap
BugReports: https://github.com/tkonopka/umap/issues
LinkingTo: Rcpp
Suggests:
knitr,
rmarkdown,
testthat
VignetteBuilder: knitr
Encoding: UTF-8
RoxygenNote: 7.1.2