Package: workflows 1.1.4.9000

Simon Couch

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.

Authors:Davis Vaughan [aut], Simon Couch [aut, cre], Posit Software, PBC [cph, fnd]

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workflows.pdf |workflows.html
workflows/json (API)
NEWS

# Installworkflows in R:
install.packages('workflows',repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/tidymodels/workflows/issues

On CRAN:

44 exports 200 stars 6.55 score 42 dependencies 36 dependents 28.9k downloads

Last updated 1 months agofrom:dc038a949c

Exports:.fit_finalize.fit_model.fit_post.fit_pre.should_inner_splitadd_case_weightsadd_formulaadd_modeladd_recipeadd_tailoradd_variablescontrol_workflowextract_fit_engineextract_fit_parsnipextract_fit_timeextract_moldextract_parameter_dialsextract_parameter_set_dialsextract_postprocessorextract_preprocessorextract_recipeextract_spec_parsnipfitis_trained_workflowpull_workflow_fitpull_workflow_moldpull_workflow_prepped_recipepull_workflow_preprocessorpull_workflow_specremove_case_weightsremove_formularemove_modelremove_reciperemove_tailorremove_variablesrequired_pkgsupdate_case_weightsupdate_formulaupdate_modelupdate_recipeupdate_tailorupdate_variablesworkflowworkflow_variables

Dependencies:clicodetoolscolorspacecpp11dplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmodelenvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalesstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Workflow Stages

Rendered fromstages.Rmdusingknitr::rmarkdownon Jul 04 2024.

Last update: 2024-06-04
Started: 2019-11-25

Readme and manuals

Help Manual

Help pageTopics
Add case weights to a workflowadd_case_weights remove_case_weights update_case_weights
Add formula terms to a workflowadd_formula remove_formula update_formula
Add a model to a workflowadd_model remove_model update_model
Add a recipe to a workflowadd_recipe remove_recipe update_recipe
Add a tailor to a workflowadd_tailor remove_tailor update_tailor
Add variables to a workflowadd_variables remove_variables update_variables workflow_variables
Augment data with predictionsaugment.workflow
Control object for a workflowcontrol_workflow
Extract elements of a workflowextract-workflow extract_fit_engine.workflow extract_fit_parsnip.workflow extract_fit_time.workflow extract_mold.workflow extract_parameter_dials.workflow extract_parameter_set_dials.workflow extract_postprocessor.workflow extract_preprocessor.workflow extract_recipe.workflow extract_spec_parsnip.workflow
Fit a workflow objectfit-workflow fit.workflow
Glance at a workflow modelglance.workflow
Determine if a workflow has been trainedis_trained_workflow
Predict from a workflowpredict-workflow predict.workflow
Tidy a workflowtidy.workflow
Create a workflowworkflow
Butcher methods for a workflowaxe_call.workflow axe_ctrl.workflow axe_data.workflow axe_env.workflow axe_fitted.workflow workflow-butcher