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tune

Tidy Tuning Tools

v2.0.1 · Oct 17, 2025 · MIT + file LICENSE
CRAN GitHub Mirror

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.

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CRAN Check Status

14 OK
Show all 14 flavors
Flavor Status
r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (46)

depends

RISCA finetune

imports

CimpleG HTRX MLwrap agua autostats fastml finnts healthyR.ai important kindling ldmppr misl modeltime.ensemble modeltime.resample mrIML postcard probably sae.projection shinymodels stacks tabnet text tidyAML tidyclust tidymodels tidyposterior tidysdm tidysynthesis usemodels workflowsets

suggests

bioLeak bonsai butcher desirability2 healthyR.ts insight kerasnip modeltime offsetreg omicsTools shapr tidydann timetk vetiver

Dependency Network

Dependencies Reverse dependencies cli dials dplyr generics ggplot2 glue GPfit hardhat parsnip purrr (>= 1.0.0) recipes rlang rsample (>= 1.3.0.9003) tailor tibble +6 more dependencies RISCA finetune CimpleG HTRX MLwrap agua autostats fastml finnts healthyR.ai important kindling ldmppr misl modeltime.ensemble +31 more reverse deps tune

Version History

new 2.0.1 Mar 10, 2026
updated 2.0.1 ← 2.0.0 diff Oct 16, 2025
updated 2.0.0 ← 1.3.0 diff Aug 31, 2025
updated 1.3.0 ← 1.2.1 diff Feb 20, 2025
updated 1.2.1 ← 1.2.0 diff Apr 17, 2024
updated 1.2.0 ← 1.1.2 diff Mar 19, 2024
updated 1.1.2 ← 1.1.1 diff Aug 23, 2023
updated 1.1.1 ← 1.1.0 diff Apr 10, 2023
updated 1.1.0 ← 1.0.1 diff Apr 4, 2023
updated 1.0.1 ← 1.0.0 diff Oct 8, 2022
updated 1.0.0 ← 0.2.0 diff Jul 6, 2022
updated 0.2.0 ← 0.1.6 diff Mar 18, 2022
updated 0.1.6 ← 0.1.5 diff Jul 20, 2021
updated 0.1.5 ← 0.1.4 diff Apr 22, 2021
updated 0.1.4 ← 0.1.3 diff Apr 19, 2021
updated 0.1.3 ← 0.1.2 diff Feb 27, 2021
updated 0.1.2 ← 0.1.1 diff Nov 16, 2020
updated 0.1.1 ← 0.1.0 diff Jul 7, 2020
updated 0.1.0 ← 0.0.1 diff Apr 1, 2020
new 0.0.1 Feb 10, 2020