embed: Extra Recipes for Encoding Predictors

Predictors can be converted to one or more numeric representations using a variety of methods. Effect encodings using simple generalized linear models <doi:10.48550/arXiv.1611.09477> or nonlinear models <doi:10.48550/arXiv.1604.06737> can be used. There are also functions for dimension reduction and other approaches.

Package details

AuthorEmil Hvitfeldt [aut, cre] (ORCID: <https://orcid.org/0000-0002-0679-1945>), Max Kuhn [aut] (ORCID: <https://orcid.org/0000-0003-2402-136X>), Posit Software, PBC [cph, fnd] (ROR: <https://ror.org/03wc8by49>)
MaintainerEmil Hvitfeldt <emil.hvitfeldt@posit.co>
LicenseMIT + file LICENSE
Version1.2.0
URL https://embed.tidymodels.org https://github.com/tidymodels/embed
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("embed")

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embed documentation built on Sept. 9, 2025, 5:28 p.m.