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DESCRIPTION
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Package: bonsai
Title: Model Wrappers for Tree-Based Models
Version: 0.3.1.9000
Authors@R: c(
person("Daniel", "Falbel", , "[email protected]", role = "aut"),
person("Athos", "Damiani", , "[email protected]", role = "aut"),
person("Roel M.", "Hogervorst", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0001-7509-0328")),
person("Max", "Kuhn", , "[email protected]", role = "aut",
comment = c(ORCID = "0000-0003-2402-136X")),
person("Simon", "Couch", , "[email protected]", role = c("aut", "cre"),
comment = c(ORCID = "0000-0001-5676-5107")),
person("Posit Software, PBC", role = c("cph", "fnd"))
)
Description: Bindings for additional tree-based model engines for use with
the 'parsnip' package. Models include gradient boosted decision trees
with 'LightGBM' (Ke et al, 2017.), conditional inference trees and
conditional random forests with 'partykit' (Hothorn and Zeileis, 2015.
and Hothorn et al, 2006. <doi:10.1198/106186006X133933>), and
accelerated oblique random forests with 'aorsf' (Jaeger et al, 2022
<doi:10.5281/zenodo.7116854>).
License: MIT + file LICENSE
URL: https://bonsai.tidymodels.org/, https://github.com/tidymodels/bonsai
BugReports: https://github.com/tidymodels/bonsai/issues
Depends:
parsnip (>= 1.0.1),
R (>= 4.0)
Imports:
cli,
dials,
dplyr,
glue,
purrr,
rlang (>= 1.1.0),
stats,
tibble,
utils
Suggests:
aorsf (>= 0.1.5),
covr,
knitr,
lightgbm,
Matrix,
modeldata,
partykit,
rmarkdown,
rsample,
testthat (>= 3.0.0),
tune
VignetteBuilder:
knitr
Config/Needs/website: tidyverse/tidytemplate
Config/testthat/edition: 3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2