Create a Collection of 'tidymodels' Workflows
Convert existing objects to a workflow set
Plot the results of a workflow set
Obtain and format results produced by tuning functions for workflow se...
Add annotations and comments for workflows
Extract elements of workflow sets
Fit a model to the numerically optimal configuration
Create formulas without each predictor
Add and edit options saved in a workflow set
Make a classed list of options
Extract elements from a workflow set
Rank the results by a metric
Objects exported from other packages
Update components of a workflow within a workflow set
Process a series of workflows
Generate a set of workflow objects from preprocessing and model object...
workflowsets: Create a Collection of 'tidymodels' Workflows
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.
Useful links