CRAN/E | workflowsets

workflowsets

Create a Collection of 'tidymodels' Workflows

Installation

About

A workflow is a combination of a model and preprocessors (e.g, a formula, recipe, etc.) (Kuhn and Silge (2021) ). 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.

github.com/tidymodels/workflowsets
workflowsets.tidymodels.org
Bug report File report

Key Metrics

Version 1.1.0
R ≥ 3.6
Published 2024-03-21 38 days ago
Needs compilation? no
License MIT
License File
CRAN checks workflowsets results
Language en-US

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Maintainer

Maintainer

Simon Couch

simon.couch@posit.co

Authors

Max Kuhn

aut

Simon Couch

aut / cre

Posit Software
PBC

cph / fnd

Material

README
NEWS
Reference manual
Package source

Vignettes

Evaluating different predictor sets

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

workflowsets archive

Depends

R ≥ 3.6

Imports

cli
dplyr ≥ 1.0.0
generics ≥ 0.1.2
ggplot2
glue
hardhat ≥ 1.2.0
lifecycle ≥ 1.0.0
parsnip ≥ 1.2.0
pillar ≥ 1.7.0
prettyunits
purrr
rlang ≥ 1.1.0
rsample ≥ 0.0.9
stats
tibble ≥ 3.1.0
tidyr
tune ≥1.2.0
vctrs
withr
workflows ≥ 1.1.4

Suggests

covr
dials ≥ 0.1.0
finetune
kknn
knitr
modeldata
recipes ≥ 1.0.0
rmarkdown
spelling
testthat ≥ 3.0.0
tidyclust
yardstick ≥ 1.3.0

Reverse Imports

healthyR.ts
tidyAML
tidymodels
tidyposterior
tidysdm
viralmodels
viruslearner

Reverse Suggests

modeltime
stacks