Type: Package
Package: partition
Title: Agglomerative Partitioning Framework for Dimension Reduction
Version: 0.2.2.9000
Authors@R: c(
    person("Joshua", "Millstein", , "joshua.millstein@usc.edu", role = "aut"),
    person("Malcolm", "Barrett", , "malcolmbarrett@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0003-0299-5825")),
    person("Katelyn", "Queen", , "kjqueen@usc.edu", role = "aut",
           comment = c(ORCID = "0000-0002-8070-3042"))
  )
Maintainer: Malcolm Barrett <malcolmbarrett@gmail.com>
Description: A fast and flexible framework for agglomerative
        partitioning. 'partition' uses an approach called
        Direct-Measure-Reduce to create new variables that maintain the
        user-specified minimum level of information. Each reduced
        variable is also interpretable: the original variables map to
        one and only one variable in the reduced data set. 'partition'
        is flexible, as well: how variables are selected to reduce, how
        information loss is measured, and the way data is reduced can
        all be customized.  'partition' is based on the Partition
        framework discussed in Millstein et al. (2020)
        <doi:10.1093/bioinformatics/btz661>.
License: MIT + file LICENSE
URL: https://uscbiostats.github.io/partition/,
        https://github.com/USCbiostats/partition
BugReports: https://github.com/USCbiostats/partition/issues
Depends: R (>= 3.3.0)
Imports: crayon, dplyr (>= 0.8.0), forcats, ggplot2 (>= 3.3.0),
        infotheo, magrittr, MASS, pillar, progress, purrr, Rcpp, rlang,
        stringr, tibble, tidyr (>= 1.0.0)
Suggests: covr, genieclust, ggcorrplot, gtools, knitr, rmarkdown,
        spelling, testthat (>= 3.0.0)
LinkingTo: Rcpp, RcppArmadillo
VignetteBuilder: knitr
Config/testthat/edition: 3
Config/testthat/parallel: true
Encoding: UTF-8
Language: en-US
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Config/pak/sysreqs: libicu-dev
Repository: https://uscbiostats.r-universe.dev
Date/Publication: 2024-11-10 18:31:52 UTC
RemoteUrl: https://github.com/uscbiostats/partition
RemoteRef: HEAD
RemoteSha: bf5863a2c529c3926268071144c0750542d85e93
NeedsCompilation: yes
Packaged: 2026-06-24 04:02:55 UTC; root
Author: Joshua Millstein [aut],
  Malcolm Barrett [aut, cre] (ORCID:
    <https://orcid.org/0000-0003-0299-5825>),
  Katelyn Queen [aut] (ORCID: <https://orcid.org/0000-0002-8070-3042>)