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* make select_by_one_std_err a generic

* remove tune_race code from select_by_one_std_err.tune_results

* add test for wrong type select_by_one_std_err

* make select_by_pct_loss generic

* remove race specific code from select_by_pct_loss

* add test for wrong type select_by_pct_loss

* make select_generic

* add tests for wrong type select_best

* make show_best generic

* remove race specific code in show_best

* add tests for wrong type show_best
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tune

R-CMD-check Codecov test coverage Lifecycle: experimental CRAN status

Overview

The goal of tune is to facilitate hyperparameter tuning for the tidymodels packages. It relies heavily on recipes, parsnip, and dials.

Installation

Install from CRAN:

install.packages("tune", repos = "http://cran.r-project.org") #or your local mirror

or you can install the current development version using:

devtools::install_github("tidymodels/tune")

Examples

There are several package vignettes, as well as articles available at tidymodels.org, demonstrating how to use tune.

Good places to begin include:

More advanced resources available are:

Contributing

This project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.