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DESCRIPTION
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DESCRIPTION
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Package: stacks
Title: Tidy Model Stacking
Version: 1.0.5.9000
Authors@R: c(
person("Simon", "Couch", , "[email protected]", role = c("aut", "cre")),
person("Max", "Kuhn", , "[email protected]", role = "aut"),
person(given = "Posit Software, PBC", role = c("cph", "fnd"))
)
Description: Model stacking is an ensemble technique that involves
training a model to combine the outputs of many diverse statistical
models, and has been shown to improve predictive performance in a
variety of settings. 'stacks' implements a grammar for
'tidymodels'-aligned model stacking.
License: MIT + file LICENSE
URL: https://stacks.tidymodels.org/, https://github.com/tidymodels/stacks
BugReports: https://github.com/tidymodels/stacks/issues
Depends:
R (>= 3.6)
Imports:
butcher (>= 0.1.3),
cli,
doFuture,
dplyr (>= 1.1.0),
foreach,
future,
generics,
ggplot2,
glmnet,
glue,
parsnip (>= 1.2.0),
purrr (>= 1.0.0),
recipes (>= 1.0.10),
rlang (>= 1.1.0),
rsample (>= 1.2.0),
stats,
tibble (>= 2.1.3),
tidyr,
tune (>= 1.2.0),
vctrs (>= 0.6.1),
workflows (>= 1.1.4)
Suggests:
covr,
h2o,
kernlab,
kknn,
knitr,
modeldata,
nnet,
ranger,
rmarkdown,
testthat (>= 3.0.0),
workflowsets (>= 0.1.0),
yardstick (>= 1.1.0)
VignetteBuilder:
knitr
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2