arenar: Arena for the Exploration and Comparison of any ML Models

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
Author: Piotr Piątyszek [aut, cre], Przemyslaw Biecek ORCID iD [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

Downloads:

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-release (x86_64): arenar_0.2.0.tgz, r-oldrel: arenar_0.2.0.tgz
Old sources: arenar archive

Linking:

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