Package: live
Type: Package
Title: Local Interpretable (Model-Agnostic) Visual Explanations
Version: 1.5.13
Authors@R: c(
  person("Mateusz", "Staniak", role = c("cre","aut"),
    email = "mateusz.staniak@math.uni.wroc.pl"),
  person("Przemysław", "Biecek", role = "aut",
    email = "przemyslaw.biecek@gmail.com")
  )
Description: Interpretability of complex machine learning models is a growing concern.
    This package helps to understand key factors that drive the 
    decision made by complicated predictive model (so called black box model). 
    This is achieved through local approximations that are either based on 
    additive regression like model or CART like model that allows for 
    higher interactions. The methodology is based on Tulio Ribeiro, Singh, Guestrin (2016) <doi:10.1145/2939672.2939778>.
    More details can be found in Staniak, Biecek (2018) <doi:10.32614/RJ-2018-072>.
URL: https://github.com/ModelOriented/live
BugReports: https://github.com/ModelOriented/live/issues
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.0.2
Depends: R (>= 3.0.2)
Suggests: knitr, rmarkdown, testthat, glmnet, covr, DALEX, RWeka, mda,
        modeltools
VignetteBuilder: knitr
Imports: mlr, dplyr, breakDown, data.table, forestmodel, shiny, MASS,
        ggplot2, gower, e1071
NeedsCompilation: no
Packaged: 2020-01-15 00:08:42 UTC; mtst
Author: Mateusz Staniak [cre, aut],
  Przemysław Biecek [aut]
Maintainer: Mateusz Staniak <mateusz.staniak@math.uni.wroc.pl>
Repository: CRAN
Date/Publication: 2020-01-15 06:30:17 UTC
Built: R 4.6.0; ; 2026-04-25 13:45:26 UTC; unix
