Generates data for challenging machine learning models in 'Arena' <https://arena.drwhy.ai> - an interactive web application. You can start the server with XAI (Explainable Artificial Intelligence) plots to be generated on-demand or precalculate and auto-upload data file beside shareable 'Arena' URL.
Version: | 0.2.0 |
Depends: | R (≥ 3.6) |
Imports: | ingredients, iBreakDown, gistr, jsonlite, plumber, parallel, utils, stats, methods, auditor, DALEX (≥ 1.3.0), fairmodels, graphics |
Suggests: | testthat, knitr, rmarkdown, dplyr, pkgdown, covr, ranger |
Published: | 2020-10-01 |
DOI: | 10.32614/CRAN.package.arenar |
Author: | Piotr Piątyszek [aut, cre], Przemyslaw Biecek [aut] |
Maintainer: | Piotr Piątyszek <piotrp at wektor.xyz> |
BugReports: | https://github.com/ModelOriented/ArenaR/issues |
License: | GPL-3 |
URL: | https://arenar.drwhy.ai, https://github.com/ModelOriented/ArenaR |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | arenar results |
Reference manual: | arenar.pdf |
Vignettes: |
arena_intro_titanic arena_live arena_static Using Arena with classifiers |
Package source: | arenar_0.2.0.tar.gz |
Windows binaries: | r-devel: arenar_0.2.0.zip, r-release: arenar_0.2.0.zip, r-oldrel: arenar_0.2.0.zip |
macOS binaries: | r-release (arm64): arenar_0.2.0.tgz, r-oldrel (arm64): arenar_0.2.0.tgz, r-release (x86_64): arenar_0.2.0.tgz, r-oldrel (x86_64): arenar_0.2.0.tgz |
Old sources: | arenar archive |
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