Type: Package
Package: partition
Title: Agglomerative Partitioning Framework for Dimension Reduction
Version: 0.2.2
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
RoxygenNote: 7.3.1
NeedsCompilation: yes
Packaged: 2024-10-09 16:21:53 UTC; malcolmbarrett
Author: Joshua Millstein [aut],
  Malcolm Barrett [aut, cre] (<https://orcid.org/0000-0003-0299-5825>),
  Katelyn Queen [aut] (<https://orcid.org/0000-0002-8070-3042>)
Repository: CRAN
Date/Publication: 2024-10-09 17:00:02 UTC
Built: R 4.6.0; aarch64-apple-darwin23; 2026-04-26 19:50:19 UTC; unix
Archs: partition.so.dSYM
