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DESCRIPTION
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Package: embed
Title: Extra Recipes for Encoding Predictors
Version: 1.1.5.9000
Authors@R: c(
person("Emil", "Hvitfeldt", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0002-0679-1945")),
person("Max", "Kuhn", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0003-2402-136X")),
person("Posit Software, PBC", role = c("cph", "fnd"),
comment = c(ROR = "03wc8by49"))
)
Description: 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.
License: MIT + file LICENSE
URL: https://embed.tidymodels.org, https://github.com/tidymodels/embed
BugReports: https://github.com/tidymodels/embed/issues
Depends:
R (>= 4.1),
recipes (>= 1.1.0)
Imports:
cli,
dplyr (>= 1.1.0),
generics (>= 0.1.0),
glue,
lifecycle,
purrr,
rlang (>= 1.1.0),
rsample,
stats,
tibble,
tidyr,
utils,
uwot,
vctrs,
withr
Suggests:
covr,
dials (>= 1.2.0),
ggplot2,
hardhat,
irlba,
keras3,
knitr,
lme4,
modeldata,
rmarkdown,
rpart,
rstanarm,
stringdist,
tensorflow,
testthat (>= 3.0.0),
VBsparsePCA,
xgboost
ByteCompile: true
Config/Needs/website: tidymodels, ggiraph, tidyverse/tidytemplate,
reticulate
Config/testthat/edition: 3
Config/usethis/last-upkeep: 2025-04-24
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2