Package: lmds
Type: Package
Title: Landmark Multi-Dimensional Scaling
Version: 0.1.1
Authors@R: c(
    person(
      "Robrecht", "Cannoodt", 
      email = "rcannood@gmail.com", 
      role = c("aut", "cre"),
      comment = c(ORCID = "0000-0003-3641-729X", github = "rcannood")
    ),
    person(
      "Wouter", "Saelens", 
      email = "wouter.saelens@gmail.com", 
      role = c("aut"), 
      comment = c(ORCID = "0000-0002-7114-6248", github = "zouter")
    )
  )
Description: A fast dimensionality reduction method scaleable to large
        numbers of samples. Landmark Multi-Dimensional Scaling (LMDS)
        is an extension of classical Torgerson MDS, but rather than
        calculating a complete distance matrix between all pairs of
        samples, only the distances between a set of landmarks and the
        samples are calculated.
License: GPL-3
Encoding: UTF-8
Imports: assertthat, dynutils (>= 1.0.3), irlba (>= 2.0.0)
Suggests: Matrix, testthat
RoxygenNote: 7.2.3
Roxygen: list(markdown = TRUE)
URL: https://dynverse.org/lmds/, https://github.com/dynverse/lmds
BugReports: https://github.com/dynverse/lmds/issues
Collate: 'cmdscale_landmarks.R' 'select_landmarks.R' 'lmds.R'
        'package.R'
Config/pak/sysreqs: git libicu-dev
Repository: https://dynverse.r-universe.dev
Date/Publication: 2023-09-22 12:00:57 UTC
RemoteUrl: https://github.com/dynverse/lmds
RemoteRef: HEAD
RemoteSha: 89b9ca2ea996c69c21da35caccb52cc2594a9bbc
NeedsCompilation: no
Packaged: 2026-07-04 23:48:10 UTC; root
Author: Robrecht Cannoodt [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-3641-729X>, github: rcannood),
  Wouter Saelens [aut] (ORCID: <https://orcid.org/0000-0002-7114-6248>,
    github: zouter)
Maintainer: Robrecht Cannoodt <rcannood@gmail.com>