Package: uwot
Title: The Uniform Manifold Approximation and Projection (UMAP) Method
        for Dimensionality Reduction
Version: 0.2.4.9000
Authors@R: c(
    person("James", "Melville", , "jlmelville@gmail.com", role = c("aut", "cre", "cph")),
    person("Aaron", "Lun", role = "ctb"),
    person("Mohamed Nadhir", "Djekidel", role = "ctb"),
    person("Yuhan", "Hao", role = "ctb"),
    person("Dirk", "Eddelbuettel", role = "ctb"),
    person("Wouter", "van der Bijl", role = "ctb"),
    person("Hugo", "Gruson", role = "ctb")
  )
Description: An implementation of the Uniform Manifold Approximation
        and Projection dimensionality reduction by McInnes et al.
        (2018) <doi:10.48550/arXiv.1802.03426>. It also provides means
        to transform new data and to carry out supervised
        dimensionality reduction. An implementation of the related
        LargeVis method of Tang et al. (2016)
        <doi:10.48550/arXiv.1602.00370> is also provided. This is a
        complete re-implementation in R (and C++, via the 'Rcpp'
        package): no Python installation is required. See the uwot
        website (<https://github.com/jlmelville/uwot>) for more
        documentation and examples.
License: GPL (>= 3)
SystemRequirements: C++17
URL: https://github.com/jlmelville/uwot,
        https://jlmelville.github.io/uwot/
BugReports: https://github.com/jlmelville/uwot/issues
Depends: Matrix
Imports: FNN, irlba, methods, Rcpp, RcppAnnoy (>= 0.0.17), RSpectra
Suggests: bigstatsr, covr, knitr, RcppHNSW, rmarkdown, rnndescent,
        testthat
LinkingTo: dqrng, Rcpp, RcppAnnoy, RcppProgress
VignetteBuilder: knitr
Config/Needs/website: rmarkdown
Encoding: UTF-8
RoxygenNote: 7.3.3
Repository: https://jlmelville.r-universe.dev
Date/Publication: 2026-07-03 06:25:56 UTC
RemoteUrl: https://github.com/jlmelville/uwot
RemoteRef: HEAD
RemoteSha: 8f525c8bd900dd253489aa8f6c1a614abcf8b19d
NeedsCompilation: yes
Packaged: 2026-07-03 08:23:27 UTC; root
Author: James Melville [aut, cre, cph],
  Aaron Lun [ctb],
  Mohamed Nadhir Djekidel [ctb],
  Yuhan Hao [ctb],
  Dirk Eddelbuettel [ctb],
  Wouter van der Bijl [ctb],
  Hugo Gruson [ctb]
Maintainer: James Melville <jlmelville@gmail.com>