tune: Tidy Tuning Tools
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: | 1.2.1 |
| Depends: | R (≥ 4.0) |
| Imports: | cli (≥ 3.3.0), dials (≥ 1.0.0), doFuture (≥ 1.0.0), dplyr (≥ 1.1.0), foreach, future (≥ 1.33.0), generics (≥ 0.1.2), ggplot2, glue (≥ 1.6.2), GPfit, hardhat (≥ 1.2.0), lifecycle (≥ 1.0.0), parsnip (≥ 1.2.0), purrr (≥ 1.0.0), recipes (≥ 1.0.4), rlang (≥ 1.1.0), rsample (≥ 1.2.0), tibble (≥ 3.1.0), tidyr (≥ 1.2.0), tidyselect (≥ 1.1.2), vctrs (≥ 0.6.1), withr, workflows (≥ 1.1.4), yardstick (≥ 1.3.0) |
| Suggests: | C50, censored (≥ 0.3.0), covr, kernlab, kknn, knitr, modeldata, scales, spelling, testthat (≥ 3.0.0), xgboost, xml2 |
| Published: | 2024-04-18 |
| 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 + file LICENSE |
| URL: | https://tune.tidymodels.org/, https://github.com/tidymodels/tune |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README NEWS |
| CRAN checks: | tune results |
Documentation:
| Reference manual: | tune.pdf |
Downloads:
| Package source: | tune_1.2.1.tar.gz |
| Windows binaries: | r-devel: tune_1.2.1.zip, r-release: tune_1.2.1.zip, r-oldrel: tune_1.2.1.zip |
| macOS binaries: | r-release (arm64): tune_1.2.1.tgz, r-oldrel (arm64): tune_1.2.1.tgz, r-release (x86_64): tune_1.2.1.tgz, r-oldrel (x86_64): tune_1.2.1.tgz |
| Old sources: | tune archive |
Reverse dependencies:
| Reverse depends: | finetune, RISCA |
| Reverse imports: | agua, finnts, healthyR.ai, HTRX, modeltime.resample, probably, shinymodels, stacks, text, tidyclust, tidymodels, tidyposterior, tidysdm, usemodels, viralmodels, workflowsets |
| Reverse suggests: | bonsai, healthyR.ts, modeltime, nestedmodels, offsetreg, tabnet, tidydann, timetk |
Linking:
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