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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
DOI: 10.32614/CRAN.package.arenar
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

Documentation:

Reference manual: arenar.pdf
Vignettes: arena_intro_titanic
arena_live
arena_static
Using Arena with classifiers

Downloads:

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

Linking:

Please use the canonical form https://CRAN.R-project.org/package=arenar to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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