Package: bigmds
Title: Multidimensional Scaling for Big Data
Version: 3.0.0
Authors@R: 
    c(person(given = "Cristian",
             family = "Pachón García",
             role = c("aut", "cre"),
             email = "cc.pachon@gmail.com",
             comment = c(ORCID = "0000-0001-9518-4874")),
     person(given = "Pedro",
           family = "Delicado",
           role = c("aut"),
           email = "pedro.delicado@upc.edu",
           comment = c(ORCID = "0000-0003-3933-4852")))
Description: MDS is a statistic tool for reduction of dimensionality,
        using as input a distance matrix of dimensions n × n. When n is
        large, classical algorithms suffer from computational problems
        and MDS configuration can not be obtained. With this package,
        we address these problems by means of six algorithms, being two
        of them original proposals: - Landmark MDS proposed by De Silva
        V. and JB. Tenenbaum (2004). - Interpolation MDS proposed by
        Delicado P. and C. Pachón-García (2021) <arXiv:2007.11919>
        (original proposal). - Reduced MDS proposed by Paradis E
        (2018). - Pivot MDS proposed by Brandes U. and C. Pich (2007) -
        Divide-and-conquer MDS proposed by Delicado P. and C.
        Pachón-García (2021) <arXiv:2007.11919> (original proposal). -
        Fast MDS, proposed by Yang, T., J. Liu, L. McMillan and W. Wang
        (2006).
License: MIT + file LICENSE
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.2.3
Depends: R (>= 3.0.2)
Suggests: testthat
Imports: pracma, svd, corpcor, parallel, stats
URL: https://github.com/pachoning/bigmds
BugReports: https://github.com/pachoning/bigmds/issues
Repository: https://pachoning.r-universe.dev
Date/Publication: 2024-01-09 14:51:17 UTC
RemoteUrl: https://github.com/pachoning/bigmds
RemoteRef: HEAD
RemoteSha: 26c5739325d0ada177e4a0e216bf599b70f49ce7
NeedsCompilation: no
Packaged: 2026-10-08 09:30:20 UTC; root
Author: Cristian Pachón García [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-9518-4874>),
  Pedro Delicado [aut] (ORCID: <https://orcid.org/0000-0003-3933-4852>)
Maintainer: Cristian Pachón García <cc.pachon@gmail.com>