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plsmod

This package is a helper package for parsnip that enables linear projection models (such as partial least squares, PLS) in the tidymodels infrastructure.

Installation

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

install.packages("plsmod")

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("tidymodels/plsmod")

Available Engines

The plsmod package provides engines for the models in the following table.

modelenginemode
plsmixOmicsclassification
plsmixOmicsregression

Contributing

This 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('plsmod')

Monthly Downloads

508

Version

1.0.0

License

MIT + file LICENSE

Issues

Pull Requests

Stars

Forks

Maintainer

Max Kuhn

Last Published

September 6th, 2022

Functions in plsmod (1.0.0)

multi_predict._mixo_pls

Model predictions across many sub-models
pls_fit

Wrapper for mixOmics pls functions
tidy.mixo_pls

Tidy methods for pls and spls objects
reexports

Objects exported from other packages
plsmod-package

parsnip methods for partial least squares (PLS)