tidymodels/bonsai: Model Wrappers for Tree-Based Models

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>).

Getting started

Package details

Maintainer
LicenseMIT + file LICENSE
Version0.4.0.9000
URL https://bonsai.tidymodels.org/ https://github.com/tidymodels/bonsai
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("tidymodels/bonsai")
tidymodels/bonsai documentation built on July 3, 2025, 7:35 p.m.