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.
Version: | 1.1.4 |
Depends: | R (≥ 3.6), recipes (≥ 1.0.7) |
Imports: | glue, dplyr (≥ 1.1.0), generics (≥ 0.1.0), lifecycle, purrr, rlang (≥ 0.4.10), rsample, stats, tibble, tidyr, utils, uwot, withr, vctrs |
Suggests: | covr, dials (≥ 1.2.0), ggplot2, hardhat, irlba, keras, knitr, lme4, modeldata, rmarkdown, rpart, rstanarm, stringdist, tensorflow, testthat (≥ 3.0.0), VBsparsePCA, xgboost |
Published: | 2024-03-20 |
DOI: | 10.32614/CRAN.package.embed |
Author: | Emil Hvitfeldt [aut, cre], Max Kuhn [aut], Posit Software, PBC [cph, fnd] |
Maintainer: | Emil Hvitfeldt <emil.hvitfeldt at posit.co> |
BugReports: | https://github.com/tidymodels/embed/issues |
License: | MIT + file LICENSE |
URL: | https://embed.tidymodels.org, https://github.com/tidymodels/embed |
NeedsCompilation: | no |
Materials: | NEWS |
CRAN checks: | embed results |
Reference manual: | embed.pdf |
Package source: | embed_1.1.4.tar.gz |
Windows binaries: | r-devel: embed_1.1.4.zip, r-release: embed_1.1.4.zip, r-oldrel: embed_1.1.4.zip |
macOS binaries: | r-release (arm64): embed_1.1.4.tgz, r-oldrel (arm64): embed_1.1.4.tgz, r-release (x86_64): embed_1.1.4.tgz, r-oldrel (x86_64): embed_1.1.4.tgz |
Old sources: | embed archive |
Reverse suggests: | bundle, orbital, tidybins, tidytof |
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