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: | 0.1.2 |
| Depends: | R (≥ 2.10) |
| Imports: | dplyr (≥ 1.0.0), rlang (≥ 0.4.0), tibble (≥ 2.1.3), purrr (≥ 0.3.2), dials (≥ 0.0.9), recipes (≥ 0.1.15), utils, ggplot2, glue, cli (≥ 2.0.0), yardstick (≥ 0.0.7), rsample (≥ 0.0.8), tidyr, GPfit, foreach, parsnip (≥ 0.1.4), workflows (≥ 0.2.1), hardhat (≥ 0.1.5), vctrs (≥ 0.3.0), generics (≥ 0.1.0) |
| Suggests: | testthat, knitr, covr, kernlab, randomForest, modeldata, xml2, spelling |
| Published: | 2020-11-17 |
| Author: | Max Kuhn [aut, cre], RStudio [cph] |
| Maintainer: | Max Kuhn <max at rstudio.com> |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tidymodels/tune, https://tune.tidymodels.org |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | tune results |
| Reference manual: | tune.pdf |
| Package source: | tune_0.1.2.tar.gz |
| Windows binaries: | r-devel: tune_0.1.2.zip, r-release: tune_0.1.2.zip, r-oldrel: tune_0.1.2.zip |
| macOS binaries: | r-release: tune_0.1.2.tgz, r-oldrel: tune_0.1.2.tgz |
| Old sources: | tune archive |
| Reverse depends: | finetune |
| Reverse imports: | modeltime.ensemble, modeltime.resample, stacks, text, tidymodels, usemodels |
| Reverse suggests: | modeltime, timetk |
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