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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.

Tests Vignettes

Available Snapshots

This version of tune can be found in the following snapshots:

Dependencies

Imports/Depends/LinkingTo/Enhances (25)
  • R
  • 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 (12)
  • C50
  • censored
  • covr
  • kernlab
  • kknn
  • knitr
  • modeldata
  • scales
  • spelling
  • testthat >= 3.0.0
  • xgboost
  • xml2

    • Version History