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>).
| Version: |
0.4.0 |
| Depends: |
parsnip (≥ 1.0.1), R (≥ 4.1) |
| Imports: |
cli, dials, dplyr, purrr, rlang (≥ 1.1.0), stats, tibble, utils, withr |
| Suggests: |
aorsf (≥ 0.1.5), covr, knitr, lightgbm, Matrix, modeldata, partykit, rmarkdown, rsample, testthat (≥ 3.0.0), tune |
| Published: |
2025-06-25 |
| DOI: |
10.32614/CRAN.package.bonsai |
| Author: |
Daniel Falbel [aut],
Athos Damiani [aut],
Roel M. Hogervorst
 [aut],
Max Kuhn [aut],
Simon Couch [aut],
Emil Hvitfeldt
[aut, cre],
Posit Software, PBC  [cph,
fnd] |
| Maintainer: |
Emil Hvitfeldt <emil.hvitfeldt at posit.co> |
| 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 |