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.) and conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. <doi:10.1198/106186006X133933>).
Version: | 0.2.1 |
Depends: | parsnip (≥ 1.0.1) |
Imports: | cli, dials, dplyr, glue, purrr, rlang, stats, tibble, utils |
Suggests: | covr, knitr, lightgbm, modeldata, partykit, rmarkdown, rsample, testthat (≥ 3.0.0), tune |
Published: | 2022-11-29 |
Author: | Daniel Falbel [aut],
Athos Damiani [aut],
Roel M. Hogervorst
|
Maintainer: | Simon Couch <simonpatrickcouch at gmail.com> |
BugReports: | https://github.com/tidymodels/bonsai/issues |
License: | MIT + file LICENSE |
URL: | https://bonsai.tidymodels.org/, https://github.com/tidymodels/bonsai |
NeedsCompilation: | no |
Materials: | README NEWS |
CRAN checks: | bonsai results |
Reference manual: | bonsai.pdf |
Vignettes: |
Introduction to bonsai |
Package source: | bonsai_0.2.1.tar.gz |
Windows binaries: | r-devel: bonsai_0.2.1.zip, r-release: bonsai_0.2.1.zip, r-oldrel: bonsai_0.2.1.zip |
macOS binaries: | r-release (arm64): bonsai_0.2.1.tgz, r-oldrel (arm64): bonsai_0.2.1.tgz, r-release (x86_64): bonsai_0.2.1.tgz, r-oldrel (x86_64): bonsai_0.2.1.tgz |
Old sources: | bonsai archive |
Reverse suggests: | bundle |
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