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: |
0.3.1 |
| Depends: |
R (≥ 4.0), parsnip (≥ 1.0.1) |
| Imports: |
cli, dials, dplyr, glue, purrr, rlang, stats, tibble, utils |
| Suggests: |
covr, knitr, lightgbm, aorsf (≥ 0.1.5), modeldata, partykit, rmarkdown, rsample, testthat (≥ 3.0.0), tune |
| Published: |
2024-07-23 |
| DOI: |
10.32614/CRAN.package.bonsai |
| Author: |
Daniel Falbel [aut],
Athos Damiani [aut],
Roel M. Hogervorst
 [aut],
Max Kuhn [aut],
Simon Couch [aut,
cre],
Posit Software, PBC [cph, fnd] |
| Maintainer: |
Simon Couch <simon.couch 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 |