workflowsets

1.1.1

Create a Collection of 'tidymodels' Workflows

10packages depend

374.7Kdownloads / year

87.8%test coverage

13/13checks pass

Overview

About

Maintained by Hannah FrickFirst published 2021-03-188 releasesCRAN page ↗GitHub ↗

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.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("workflowsets", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tidymodels/workflowsets")

Development version from tidymodels/workflowsets. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-workflowsets

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-workflowsets

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-workflowsets

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

13OK

Slowest check: 8.8 min · r-devel-linux-x86_64-fedora-clang

Code health

Yes

Tests · ratio 0.76

87.8%

Coverage · measured lines

97%

Documentation · exports

Dependencies · direct

Check history

OK2026-07-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-03
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 491 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 100%
Return-value docs: 83%
References docs: 6%

Downloads

374.7K

CRAN downloads in the past year

Rank #720 · ~1K/day · ~31.2K/mo

Releases R versions

Daily download trend is not available in this view yet.

20.3K30 days

79.6K90 days

374.7K1 year

Compare downloads with other packages →

Also on11K r2u18 autocran34.2K conda_forge103 c2d4u

Repository

GitHub ↗ tidymodels/workflowsets

97Stars

12Forks

14Open issues

0Open PRs

8Releases

350Commits

10Contributors

350 commits · Last activity 2026-02-24

Repository practices

Upstream repositoryBeta

8 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/tidymodels/workflowsets on 2026-07-19.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Lint, format, editor (3)

AirVS CodeRStudio project

Show all practices

Coverage (1)

Codecov

Governance and community (1)

CODEOWNERS

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

30 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1

Imports (19)

cli dplyr generics ggplot2 hardhat lifecycle parsnip pillar prettyunits purrr rlang rsample (>= 0.0.9)statstibble tidyr tune vctrs withr workflows

LinkingTo (0)

none

Suggests (12)

covr dials finetune kknn knitr modeldata recipes rmarkdown spelling testthat tidyclust yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

10direct

11indirect

healthyR.ts postcard tidyAML tidymodels tidyposterior tidysdm butcher h3sdm modeltime stacks

Code & Tests

People & History

People (4)

Maintainer (1)

Hannah Frick

Author, Maintainer · added in 1.1.1

Authors (3)

Hannah Frick

Author, Maintainer · added in 1.1.1

Simon Couch

Author · added in 1.0.0

Max Kuhn

Author

Posit Software, PBC

Funders (1)

Posit Software, PBC

Listed in earlier versions (1)

RStudio

no longer listed · 0.0.1 to 1.0.0

Package Timeline

8 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
1.1.1Latest
2025-05-28 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
1.1.0
2024-03-21 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.1
2023-04-07 · diff ↗
1.0.0
2022-07-13 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.2.1
2022-03-15 · diff ↗
0.1.0
2021-07-22 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.0.2
2021-04-16 · diff ↗
0.0.1
2021-03-18
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-03-18
Total releases: 8 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 4.1
Bundled data: 160 KB / 2 files
Download size: 380 KB
Installed size: not tracked yet
With dependencies: not tracked yet

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