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: | 1.1.2 |
Depends: | R (≥ 3.4) |
Imports: | cli (≥ 3.3.0), dials (≥ 1.0.0), dplyr (≥ 1.0.8), foreach, generics (≥ 0.1.2), ggplot2, glue (≥ 1.6.2), GPfit, hardhat (≥ 1.2.0), lifecycle (≥ 1.0.0), parsnip (≥ 1.0.2), purrr (≥ 1.0.0), recipes (≥ 1.0.4), rlang (≥ 1.0.2), rsample (≥ 1.2.0), tibble (≥ 3.1.0), tidyr (≥ 1.2.0), tidyselect (≥ 1.1.2), vctrs (≥ 0.6.1), withr, workflows (≥ 1.0.0), yardstick (≥ 1.0.0) |
Suggests: | C50, covr, kernlab, kknn, knitr, modeldata, spelling, testthat (≥ 3.0.0), xgboost, xml2 |
Published: | 2023-08-23 |
Author: | Max Kuhn |
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 |
Reference manual: | tune.pdf |
Package source: | tune_1.1.2.tar.gz |
Windows binaries: | r-devel: tune_1.1.2.zip, r-release: tune_1.1.2.zip, r-oldrel: tune_1.1.2.zip |
macOS binaries: | r-release (arm64): tune_1.1.2.tgz, r-oldrel (arm64): tune_1.1.2.tgz, r-release (x86_64): tune_1.1.2.tgz, r-oldrel (x86_64): tune_1.1.2.tgz |
Old sources: | tune archive |
Reverse depends: | finetune, RISCA, survivalSL |
Reverse imports: | agua, finnts, healthyR.ai, HTRX, modeltime.ensemble, modeltime.resample, probably, shinymodels, stacks, text, tidyclust, tidymodels, tidyposterior, tidysdm, usemodels, viralmodels, workflowsets |
Reverse suggests: | bonsai, healthyR.ts, modeltime, nestedmodels, tabnet, tidydann, timetk |
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