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.


Reference manual

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0.1.2 by Max Kuhn, 2 months 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