Package: ingredients
Title: Effects and Importances of Model Ingredients
Version: 0.3.3
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", 
                  role = c("aut", "cre"),
                  comment = c(ORCID = "0000-0001-8423-1823")),
              person("Hubert", "Baniecki", role = "ctb"))
Description: Collection of tools for assessment of feature importance and feature effects.
    Key functions are: 
    feature_importance() for assessment of global level feature importance, 
    ceteris_paribus() for calculation of the what-if plots,
    partial_dependency() for partial dependency plots,
    conditional_dependency() for conditional dependency plots,
    accumulated_dependency() for accumulated local effects plots,
    aggregate_profiles() and cluster_profiles() for aggregation of ceteris paribus profiles,
    theme_drwhy() with a 'ggplot2' skin for all plots,
    generic print() and plot() for better usability of selected explainers.
    The package 'ingredients' is a part of the 'DrWhy.AI' universe (Biecek 2018) <arXiv:1806.08915>.
Depends: R (>= 3.0)
License: GPL
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
Imports: DALEX, ggplot2, scales
Suggests: gbm, gower, randomForest, titanic, xgboost, testthat, dplyr,
        r2d3, ggpubr, jsonlite
URL: https://ModelOriented.github.io/ingredients/
BugReports: https://github.com/ModelOriented/ingredients/issues
NeedsCompilation: no
Packaged: 2019-04-30 20:57:26 UTC; pbiecek
Author: Przemyslaw Biecek [aut, cre] (<https://orcid.org/0000-0001-8423-1823>),
  Hubert Baniecki [ctb]
Maintainer: Przemyslaw Biecek <przemyslaw.biecek@gmail.com>
Repository: CRAN
Date/Publication: 2019-05-01 20:40:07 UTC
