Package: CLIQUE
Title: Conditional Local Importance by Quantile Expectations
Version: 1.0.0
Authors@R: c(person("Kelvyn", "Bladen", email = "kelvyn.bladen@usu.edu", 
 role = c("aut", "cre"), comment = c(ORCID = "0000-0002-2028-5504")),
 person("Adele", "Cutler", role = "aut"),
 person(given=c("D.", "Richard"), "Cutler", role = "aut"),
 person(given=c("Kevin", "R."), "Moon", role = "aut"))
Description: Provides methods for interpretable machine learning with
        an emphasis on local feature importance estimation. The package
        implements the CLIQUE framework for computing observation-level
        importance values. Additional tools are included for
        visualizing multi-class partial dependence relationships across
        predictors and response classes.
License: GPL-3
URL: https://github.com/KelvynBladen/CLIQUE
Depends: R (>= 4.1.0)
Imports: caret, dplyr, fastDummies, future, future.apply, stats, tidyr,
        ggplot2, ggh4x, randomForest, rlang, pdp
Suggests: testthat (>= 3.0.0), datasets
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
Config/pak/sysreqs: libicu-dev
Repository: https://kelvynbladen.r-universe.dev
Date/Publication: 2026-08-26 21:13:55 UTC
RemoteUrl: https://github.com/kelvynbladen/clique
RemoteRef: HEAD
RemoteSha: b4644b8c17e322450e9d81a0452091049d515f73
NeedsCompilation: no
Packaged: 2026-10-11 16:02:18 UTC; root
Author: Kelvyn Bladen [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-2028-5504>),
  Adele Cutler [aut],
  D. Richard Cutler [aut],
  Kevin R. Moon [aut]
Maintainer: Kelvyn Bladen <kelvyn.bladen@usu.edu>