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workflowsets

Create a Collection of 'tidymodels' Workflows

v1.1.1 · May 27, 2025 · MIT + file LICENSE

Description

A workflow is a combination of a model and preprocessors (e.g, a formula, recipe, etc.) (Kuhn and Silge (2021) <https://www.tmwr.org/>). In order to try different combinations of these, an object can be created that contains many workflows. There are functions to create workflows en masse as well as training them and visualizing the results.

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CRAN Check Status

13 OK
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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-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 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
ERROR 12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Jun 8, 2026
ERROR r-devel-linux-x86_64-debian-gcc

package dependencies

Packages required but not available:
  'parsnip', 'rsample', 'tune', 'workflows'

Packages suggested but not available for checking:
  'finetune', 'recipes', 'tidyclust'

See section ‘The DESCRIPTION file’ in the ‘Writing R Extensions’
manual.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (10)

Dependency Network

Dependencies Reverse dependencies cli dplyr generics ggplot2 hardhat lifecycle parsnip pillar prettyunits purrr rlang rsample (>= 0.0.9) tibble tidyr tune +3 more dependencies healthyR.ts postcard tidyAML tidymodels tidyposterior tidysdm butcher h3sdm modeltime stacks workflowsets

Version History

9 tracked
new 1.1.1 Mar 10, 2026
updated 1.1.1 ← 1.1.0 diff May 27, 2025
updated 1.1.0 ← 1.0.1 diff Mar 20, 2024
updated 1.0.1 ← 1.0.0 diff Apr 6, 2023
updated 1.0.0 ← 0.2.1 diff Jul 12, 2022
updated 0.2.1 ← 0.1.0 diff Mar 14, 2022
updated 0.1.0 ← 0.0.2 diff Jul 21, 2021
updated 0.0.2 ← 0.0.1 diff Apr 15, 2021
new 0.0.1 Mar 17, 2021