Package: modelStudio
Title: Interactive Studio for Explanatory Model Analysis
Version: 3.1.2.9000
Authors@R: 
    c(person("Hubert", "Baniecki", role = c("aut", "cre"),
             email = "hbaniecki@gmail.com",
             comment = c(ORCID = "0000-0001-6661-5364")),
      person("Przemyslaw", "Biecek", role = c("aut"), 
             comment = c(ORCID = "0000-0001-8423-1823")),
      person("Piotr", "Piatyszek", role = c("ctb")))
Description: Automate the explanatory analysis of machine learning
        predictive models. Generate advanced interactive model
        explanations in the form of a serverless HTML site with only
        one line of code. This tool is model-agnostic, therefore
        compatible with most of the black-box predictive models and
        frameworks. The main function computes various (instance and
        model-level) explanations and produces a customisable
        dashboard, which consists of multiple panels for plots with
        their short descriptions. It is possible to easily save the
        dashboard and share it with others. 'modelStudio' facilitates
        the process of Interactive Explanatory Model Analysis
        introduced in Baniecki et al. (2023)
        <doi:10.1007/s10618-023-00924-w>.
Depends: R (>= 3.6)
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.1.2
Imports: DALEX (>= 2.2.1), ingredients (>= 2.2.0), iBreakDown (>=
        2.0.1), r2d3, jsonlite, progress, digest
Suggests: parallelMap, ranger, xgboost, knitr, rmarkdown, testthat,
        spelling
VignetteBuilder: knitr
URL: https://modelstudio.drwhy.ai,
        https://github.com/ModelOriented/modelStudio
BugReports: https://github.com/ModelOriented/modelStudio/issues
Language: en-US
LazyData: true
Config/pak/sysreqs: cmake make libuv1-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2023-08-31 10:53:46 UTC
RemoteUrl: https://github.com/modeloriented/modelstudio
RemoteRef: HEAD
RemoteSha: 62d23a802f88c5efc98b285f08b4ccf97049a63e
NeedsCompilation: no
Packaged: 2026-07-15 13:33:52 UTC; root
Author: Hubert Baniecki [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-6661-5364>),
  Przemyslaw Biecek [aut] (ORCID:
    <https://orcid.org/0000-0001-8423-1823>),
  Piotr Piatyszek [ctb]
Maintainer: Hubert Baniecki <hbaniecki@gmail.com>