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extrasteps

The goal of extrasteps is to provide additional steps for recipes. These steps are located in this package because they don’t fit well in recipes or any of the extension packages.

[!IMPORTANT]
These steps work, but they are not tested as rigorously as the steps in tidymodels packages. Hence why they are in this package. Also note that steps can graduate from {extrasteps} to {recipes}, if they prove their worth.

Installation

You can install the released version of extrasteps from CRAN with:

install.packages("extrasteps")

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("EmilHvitfeldt/extrasteps")

Code of Conduct

Please note that the extrasteps project is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.

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Version

Install

install.packages('extrasteps')

Monthly Downloads

482

Version

0.1.0

License

MIT + file LICENSE

Issues

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Maintainer

Emil Hvitfeldt

Last Published

October 3rd, 2024

Functions in extrasteps (0.1.0)

extrasteps-package

extrasteps: More Miscellaneous Steps for the 'recipes' Package
step_date_after

Time after Recurrent Date Time Event
step_date_nearest

Time to Nearest Recurrent Date Time Event
step_maxabs

Perform Max Abs Scaling
step_encoding_binary

Perform binary encoding of factor variables
step_date_before

Time before Recurrent Date Time Event
step_encoding_frequency

Perform frequency encoding
step_difftime

difftimearithmic Transformation
step_time_event

Indicate Recurrent Date Time Event
step_unit_normalize

Perform Unit Normalization
step_robust

Perform Robust Scaling
step_minmax

Perform Min Max Scaling
required_pkgs.step_date_after

S3 methods for tracking which additional packages are needed for steps.
reexports

Objects exported from other packages