workflows: Modeling Workflows
Managing both a 'parsnip' model and a preprocessor, such as a model formula or recipe from 'recipes', can often be challenging. The goal of 'workflows' is to streamline this process by bundling the model alongside the preprocessor, all within the same object.
| Version: | 1.3.0 |
| Depends: | R (≥ 4.1) |
| Imports: | cli (≥ 3.3.0), generics (≥ 0.1.2), glue (≥ 1.6.2), hardhat (≥ 1.4.2), lifecycle (≥ 1.0.3), modelenv (≥ 0.1.0), parsnip (≥ 1.2.1.9000), recipes (≥ 1.0.10.9000), rlang (≥ 1.1.0), sparsevctrs (≥ 0.1.0.9003), tidyselect (≥ 1.2.0), vctrs (≥ 0.4.1), withr |
| Suggests: | butcher (≥ 0.2.0), covr, dials (≥ 1.0.0), glmnet, knitr, magrittr, Matrix, methods, modeldata (≥ 1.0.0), probably, rmarkdown, tailor (≥ 0.1.0), testthat (≥ 3.0.0) |
| Published: | 2025-08-27 |
| Author: | Davis Vaughan [aut],
Simon Couch  [aut],
Hannah Frick
[aut, cre],
Posit Software, PBC  [cph,
fnd] |
| Maintainer: | Hannah Frick <hannah at posit.co> |
| BugReports: | https://github.com/tidymodels/workflows/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/tidymodels/workflows, https://workflows.tidymodels.org |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| CRAN checks: | workflows results |
Documentation:
| Reference manual: | workflows.html , workflows.pdf |
| Vignettes: |
Workflow Stages (source, R code) |
Downloads:
| Package source: | workflows_1.3.0.tar.gz |
| Windows binaries: | r-devel: workflows_1.2.0.zip, r-release: workflows_1.2.0.zip, r-oldrel: workflows_1.2.0.zip |
| macOS binaries: | r-release (arm64): workflows_1.2.0.tgz, r-oldrel (arm64): workflows_1.2.0.tgz, r-release (x86_64): workflows_1.2.0.tgz, r-oldrel (x86_64): workflows_1.2.0.tgz |
| Old sources: | workflows archive |
Reverse dependencies:
| Reverse imports: | agua, autostats, fastml, finetune, finnts, healthyR.ai, important, ldmppr, LLMAgentR, MLDataR, MLwrap, modeltime, modeltime.ensemble, modeltime.resample, mrIML, probably, sae.projection, stacks, text, tidyAML, tidymodels, tidysdm, tune, viraldomain, viralmodels, viralx, workflowsets |
| Reverse suggests: | additive, bayesian, bundle, coefplot, easyalluvial, equatiomatic, gtsummary, healthyR.ts, marginaleffects, offsetreg, orbital, parttree, recipes, shapr, tabnet, tidyclust, tidydann, timetk, vetiver |
| Reverse enhances: | vip |
Linking:
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