,
Max Kuhn [aut] ,
Simon Couch [aut, cre] ,
Posit Software, PBC [cph, fnd]| Title: | Model Wrappers for Tree-Based Models |
|---|---|
| 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>). |
| Authors: | 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 <[email protected]> |
| License: | MIT + file LICENSE |
| Version: | 0.3.1.9000 |
| Built: | 2024-12-23 06:02:15 UTC |
| Source: | https://github.com/tidymodels/bonsai |
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).
Maintainer: Simon Couch [email protected] (ORCID)
Authors:
Daniel Falbel [email protected]
Athos Damiani [email protected]
Roel M. Hogervorst [email protected] (ORCID)
Max Kuhn [email protected] (ORCID)
Other contributors:
Posit Software, PBC [copyright holder, funder]
Useful links:
Report bugs at https://github.com/tidymodels/bonsai/issues