Package: SHAPforxgboost
Title: SHAP Plots for 'XGBoost'
Version: 0.2.0
Date: 2025-12-23
Authors@R: c(
    person(given = "Yang", family = "Liu", role = c("aut", "cre"), email = "lyhello@gmail.com",
           comment = c(ORCID = "0000-0001-6557-6439")),
    person(given = "Allan", family = "Just", role = c("aut", "ctb"), email = "allan.just@mssm.edu",
           comment = c(ORCID = "0000-0003-4312-5957")),
    person(given = "Michael", family = "Mayer", role = c("ctb"), email = "mayermichael79@gmail.com")
    )
Description: Aid in visual data investigations using SHAP (SHapley
        Additive exPlanation) visualization plots for 'XGBoost' and
        'LightGBM'. It provides summary plot, dependence plot,
        interaction plot, and force plot and relies on the SHAP
        implementation provided by 'XGBoost' and 'LightGBM'.
License: MIT + file LICENSE
URL: https://github.com/liuyanguu/SHAPforxgboost
BugReports: https://github.com/liuyanguu/SHAPforxgboost/issues
Encoding: UTF-8
LazyData: true
Depends: R (>= 3.5.0)
VignetteBuilder: knitr
Imports: stats, utils, ggplot2 (>= 3.0.0), xgboost (>= 0.81.0.0),
        data.table (>= 1.12.0), ggforce (>= 0.2.1.9000), ggExtra (>=
        0.8), RColorBrewer (>= 1.1.2), ggpubr, BBmisc
Suggests: knitr, rmarkdown, gridExtra (>= 2.3), here, parallel,
        lightgbm (>= 2.1)
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev make
        libicu-dev libuv1-dev zlib1g-dev
Repository: https://liuyanguu.r-universe.dev
Date/Publication: 2025-12-13 17:12:59 UTC
RemoteUrl: https://github.com/liuyanguu/shapforxgboost
RemoteRef: HEAD
RemoteSha: 02363396a61ef4e617a1f91ee4fa0a70bc0ed55b
NeedsCompilation: no
Packaged: 2026-06-11 08:32:33 UTC; root
Author: Yang Liu [aut, cre] (ORCID: <https://orcid.org/0000-0001-6557-6439>),
  Allan Just [aut, ctb] (ORCID: <https://orcid.org/0000-0003-4312-5957>),
  Michael Mayer [ctb]
Maintainer: Yang Liu <lyhello@gmail.com>