Package: live
Type: Package
Title: Local Interpretable (Model-Agnostic) Visual Explanations
Version: 1.5.10
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: 6.1.1
Depends: R (>= 3.0.2),
Suggests: knitr, rmarkdown, testthat, glmnet, covr, DALEX
VignetteBuilder: knitr
Imports: mlr, dplyr, breakDown, data.table, forestmodel, shiny, MASS,
        ggplot2, gower, e1071
Config/pak/sysreqs: cmake libgdal-dev gdal-bin libgeos-dev
        libglu1-mesa-dev libgmp3-dev make libgsl0-dev jags libicu-dev
        libuv1-dev libxml2-dev libmpfr-dev libopenmpi-dev libproj-dev
        zlib1g-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2019-08-21 18:02:19 UTC
RemoteUrl: https://github.com/modeloriented/live
RemoteRef: HEAD
RemoteSha: 772a01f6ba95eeec65082126a9c422a7be1fcd2a
NeedsCompilation: no
Packaged: 2026-06-08 09:11:19 UTC; root
Author: Mateusz Staniak [cre, aut],
  Przemysław Biecek [aut]
Maintainer: Mateusz Staniak <mateusz.staniak@math.uni.wroc.pl>