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 [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.html ,arenar.pdf |
| Vignettes: | arena_intro_titanic (source,R code) arena_live (source,R code) arena_static (source,R code) Using Arena with classifiers (source,R code) |
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 formhttps://CRAN.R-project.org/package=arenarto link to this page.