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.


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Reference manual

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install.packages("tune")

0.1.2 by Max Kuhn, 12 days ago


https://github.com/tidymodels/tune, https://tune.tidymodels.org


Browse source code at https://github.com/cran/tune


Authors: Max Kuhn [aut, cre] , RStudio [cph]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports dplyr, rlang, tibble, purrr, dials, recipes, utils, ggplot2, glue, cli, yardstick, rsample, tidyr, GPfit, foreach, parsnip, workflows, hardhat, vctrs, generics

Suggests testthat, knitr, covr, kernlab, randomForest, modeldata, xml2, spelling


Imported by modeltime.ensemble, modeltime.resample, stacks, text, tidymodels, usemodels.

Depended on by finetune.

Suggested by modeltime, timetk.


See at CRAN