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tune
View on CRAN: Click
here
Download and install tune package within the R console
Install from CRAN:
install.packages("tune")
Install from Github:
library("remotes")
install_github("cran/tune") Install by package version:
library("remotes")
install_version("tune", "2.0.1") Attach the package and use:
library("tune")
Maintained by
Max Kuhn
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-02-11
Latest Update: 2025-02-21
Description:
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.
How to cite:
Max Kuhn (2020). tune: Tidy Tuning Tools. R package version 2.0.1, https://cran.r-project.org/web/packages/tune. Accessed 26 Jun. 2026.
Previous versions and publish date:
0.0.1 (2020-02-11 09:50), 0.1.0 (2020-04-02 14:30), 0.1.1 (2020-07-08 20:00), 0.1.2 (2020-11-17 09:40), 0.1.3 (2021-02-28 07:00), 0.1.4 (2021-04-20 16:50), 0.1.5 (2021-04-23 06:30), 0.1.6 (2021-07-21 16:40), 0.2.0 (2022-03-19 01:40), 1.0.0 (2022-07-07 23:00), 1.0.1 (2022-10-09 22:33), 1.1.0 (2023-04-05 01:30), 1.1.1 (2023-04-11 18:40), 1.1.2 (2023-08-24 01:40), 1.2.0 (2024-03-20 19:50), 1.2.1 (2024-04-18 22:20), 1.3.0 (2025-02-21 18:50), 2.0.0 (2025-09-01 11:20), 2.0.1 (2025-10-17 16:10)
Other packages that cited tune R package
View tune citation profile
Other R packages that tune depends,
imports, suggests or enhances
Complete documentation for tune
Functions, R codes and Examples using
the tune R package
Some associated functions: augment.tune_results . autoplot.tune_results . collect_predictions . conf_mat_resampled . control_bayes . control_grid . control_last_fit . coord_obs_pred . dot-stash_last_result . dot-use_case_weights_with_yardstick . empty_ellipses . example_ames_knn . expo_decay . extract-tune . extract_model . filter_parameters . finalize_model . fit_best . fit_resamples . last_fit . load_pkgs . merge.recipe . message_wrap . min_grid . outcome_names . parameters.workflow . prob_improve . reexports . show_best . show_notes . tune-internal-functions . tune_accessor . tune_bayes . tune_grid .
Some associated R codes: 0_imports.R . acquisition.R . augment.R . case_weights.R . checks.R . collect.R . compat-dplyr.R . compat-vctrs-helpers.R . compat-vctrs.R . conf_mat_resampled.R . control.R . coord_obs_pred.R . data.R . expo_decay.R . extract.R . filter_parameters.R . finalize.R . fit_best.R . grid_code_paths.R . grid_helpers.R . grid_performance.R . handlers.R . iteration_results.R . last_fit.R . load_ns.R . logging.R . merge.R . min_grid.R . outcome-names.R . parallel.R . param_set.workflows.R . pillar.R . plots.R . pull.R . reexports.R . resample.R . resample_results.R . select_best.R . symbol.R . tune_bayes.R . tune_grid.R . tune_results.R . utils.R . zzz.R . Full tune package functions and examples
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