Package: modelDown
Title: Make Static HTML Website for Predictive Models
Version: 1.1
Authors@R: c(person("Przemyslaw", "Biecek", email = "przemyslaw.biecek@gmail.com", role = c("aut")),
person("Magda", "Tatarynowicz", email = "magda.tatarynowicz@gmail.com", role = c("aut")),
person("Kamil", "Romaszko", email = "kamil.romaszko@gmail.com", role = c("aut", "cre")),
person("Mateusz", "Urbanski", email = "matiszak@gmail.com", role = c("aut")))
Description: Website generator with HTML summaries for predictive
models. This package uses 'DALEX' explainers to describe global
model behavior. We can see how well models behave (tabs: Model
Performance, Auditor), how much each variable contributes to
predictions (tabs: Variable Response) and which variables are
the most important for a given model (tabs: Variable
Importance). We can also compare Concept Drift for pairs of
models (tabs: Drifter). Additionally, data available on the
website can be easily recreated in current R session. Work on
this package was financially supported by the NCN Opus grant
2017/27/B/ST6/01307 at Warsaw University of Technology, Faculty
of Mathematics and Information Science.
Depends: R (>= 3.4.0)
License: Apache License 2.0
Encoding: UTF-8
Imports: DALEX (>= 1.0), auditor (>= 0.3.0), ggplot2 (>= 3.1.0),
whisker (>= 0.3-2), DT (>= 0.4), kableExtra (>= 0.9.0), psych
(>= 1.8.4), archivist (>= 2.1.0), svglite (>= 1.2.1), devtools
(>= 2.0.1), breakDown (>= 0.1.6), drifter (>= 0.2.1)
Suggests: ranger, testthat, useful, covr
RoxygenNote: 7.1.1
URL: https://github.com/ModelOriented/modelDown
BugReports: https://github.com/ModelOriented/modelDown/issues
Config/pak/sysreqs: cmake libfontconfig1-dev libfreetype6-dev
libfribidi-dev git make libharfbuzz-dev libgit2-dev libicu-dev
libjpeg-dev libpng-dev libtiff-dev libuv1-dev libwebp-dev
libxml2-dev libssl-dev libx11-dev zlib1g-dev
Repository: https://modeloriented.r-universe.dev
Date/Publication: 2026-03-25 21:41:53 UTC
RemoteUrl: https://github.com/modeloriented/modeldown
RemoteRef: HEAD
RemoteSha: d1840bc0636f6f3b315c5b3918c2c245e322e6ac
NeedsCompilation: no
Packaged: 2026-07-15 13:33:30 UTC; root
Author: Przemyslaw Biecek [aut],
Magda Tatarynowicz [aut],
Kamil Romaszko [aut, cre],
Mateusz Urbanski [aut]
Maintainer: Kamil Romaszko