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DESCRIPTION
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DESCRIPTION
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Package: embed
Title: Extra Recipes for Encoding Predictors
Version: 1.1.4.9000
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 = c("aut"),
comment = c(ORCID = "0000-0003-2402-136X")),
person(given = "Posit Software, PBC", role = c("cph", "fnd"))
)
Description: Predictors can be converted to one or more numeric
representations using a variety of methods. Effect encodings using
simple generalized linear models <arXiv:1611.09477> or nonlinear
models <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 (>= 3.6),
recipes (>= 1.1.0.9000)
Imports:
cli,
glue,
dplyr (>= 1.1.0),
generics (>= 0.1.0),
lifecycle,
purrr,
rlang (>= 1.1.0),
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
Remotes:
tidymodels/recipes
ByteCompile: true
Config/Needs/website: tidymodels, ggiraph, tidyverse/tidytemplate, reticulate
Config/testthat/edition: 3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2