The ability to tune models is important. 'tune' contains functions and classes to be used in conjunction with other 'tidymodels' packages for finding reasonable values of hyper-parameters in models, pre-processing methods, and post-processing steps.
| Version: | 2.0.1 |
| Depends: | R (≥ 4.1) |
| Imports: | cli (≥ 3.3.0),dials (≥ 1.3.0.9000),dplyr (≥ 1.1.0),generics (≥ 0.1.2),ggplot2,glue (≥ 1.6.2),GPfit,hardhat (≥ 1.4.2), parallel,parsnip (≥ 1.2.1.9003),purrr (≥1.0.0),recipes (≥ 1.1.0.9001),rlang (≥ 1.1.4),rsample (≥1.3.0.9003),tailor (≥ 0.1.0),tibble (≥ 3.1.0),tidyr (≥1.2.0),tidyselect (≥ 1.1.2),vctrs (≥ 0.6.1),withr,workflows (≥ 1.3.0),yardstick (≥ 1.3.0) |
| Suggests: | C50,censored (≥ 0.3.0),covr,future (≥ 1.33.0),future.apply,kernlab,kknn,knitr,mgcv,mirai (≥ 2.4.0),modeldata,probably,scales,spelling,splines2,survival,testthat (≥ 3.0.0),xgboost,xml2 |
| Published: | 2025-10-17 |
| DOI: | 10.32614/CRAN.package.tune |
| Author: | Max Kuhn [aut, cre], Posit Software, PBC [cph, fnd] |
| Maintainer: | Max Kuhn <max at posit.co> |
| BugReports: | https://github.com/tidymodels/tune/issues |
| License: | MIT + fileLICENSE |
| URL: | https://tune.tidymodels.org/,https://github.com/tidymodels/tune |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README,NEWS |
| CRAN checks: | tune results |