mlr3shiny: Machine Learning in 'shiny' with 'mlr3' (original) (raw)
A web-based graphical user interface to provide the basic steps of a machine learning workflow. It uses the functionalities of the 'mlr3' framework.
| Version: | 0.5.0 |
|---|---|
| Depends: | R (≥ 3.6) |
| Imports: | mlr3 (≥ 0.12.0), mlr3measures (≥ 0.3.1), mlr3learners, mlr3pipelines, mlr3viz, Metrics, shiny (≥ 1.6.0), shinydashboard, shinyjs (≥ 2.0.0), shinyWidgets, shinyalert, data.table (≥ 1.12.8), DT (≥ 0.11), stringr, plyr, dplyr, purrr, stats, patchwork, ggparty, GGally |
| Suggests: | testthat (≥ 2.1.0), shinytest, devtools, ranger, e1071, xgboost, igraph, readxl, DALEX, DALEXtra, bslib, haven |
| Published: | 2025-01-09 |
| DOI: | 10.32614/CRAN.package.mlr3shiny |
| Author: | Laurens Tetzlaff [aut, cre], Gero Szepannek [aut], Alexander Frahm [aut], Dominic Henning [aut], Jakob Steinbrink [aut] |
| Maintainer: | Laurens Tetzlaff <laurens.tetzlaff at outlook.de> |
| License: | BSD_2_clause + file |
| NeedsCompilation: | no |
| Citation: | mlr3shiny citation info |
| Materials: | README, NEWS |
| CRAN checks: | mlr3shiny results |
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