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 + fileLICENSE |
| URL: | https://bonsai.tidymodels.org/,https://github.com/tidymodels/bonsai |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | bonsai results |