Package: cheem
Title: Interactively Explore Local Explanations with the Radial Tour
Version: 0.4.2
Authors@R: c(
  person("Nicholas", "Spyrison", role = c("aut", "cre"),
    email = "spyrison@gmail.com",
    comment = c(ORCID = "https://orcid.org/0000-0002-8417-0212"))
  )
Description: Given a non-linear model, calculate the local explanation.
        We purpose view the data space, explanation space, and model
        residuals as ensemble graphic interactive on a shiny
        application. After an observation of interest is identified,
        the normalized variable importance of the local explanation is
        used as a 1D projection basis. The support of the local
        explanation is then explored by changing the basis with the use
        of the radial tour <doi:10.32614/RJ-2020-027>;
        <doi:10.1080/10618600.1997.10474754>.
Depends: R (>= 3.5.0)
License: MIT + file LICENSE
URL: https://github.com/nspyrison/cheem/,
        https://nspyrison.github.io/cheem/
BugReports: https://github.com/nspyrison/cheem/issues
Imports: spinifex (>= 0.3.3), ggplot2, plotly, magrittr, shiny,
        shinythemes, shinycssloaders, DT, conflicted
Suggests: methods, tourr, matrixcalc, mvtnorm, gganimate, dplyr, tidyr,
        tictoc, beepr, knitr, testthat (>= 3.0.0), rmarkdown
VignetteBuilder: knitr
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE, roclets=c('rd', 'collate', 'namespace'))
RoxygenNote: 7.3.2
Language: en-US
Config/testthat/edition: 3
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libglpk-dev libgmp3-dev make libgsl0-dev libicu-dev libuv1-dev
        libxml2-dev libssl-dev pkg-config libproj-dev libsqlite3-dev
        libudunits2-dev zlib1g-dev libclang-dev
Repository: https://nspyrison.r-universe.dev
Date/Publication: 2025-09-17 21:43:43 UTC
RemoteUrl: https://github.com/nspyrison/cheem
RemoteRef: HEAD
RemoteSha: 5e2156f33f0049152962c4ff15d823ec0ed98ea0
NeedsCompilation: no
Packaged: 2026-06-14 09:11:52 UTC; root
Author: Nicholas Spyrison [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-8417-0212>)
Maintainer: Nicholas Spyrison <spyrison@gmail.com>