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bonsai

Model Wrappers for Tree-Based Models

v0.4.0 · Jun 25, 2025 · MIT + file LICENSE

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>).

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CRAN Check Status

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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (5)

imports

Dependency Network

Dependencies Reverse dependencies parsnip cli dials dplyr purrr rlang tibble withr sae.projection bundle orbital tidyAML tidypredict bonsai

Version History

new 0.4.0 Mar 10, 2026
updated 0.4.0 ← 0.3.2 diff Jun 24, 2025
updated 0.3.2 ← 0.3.1 diff Feb 11, 2025
updated 0.3.1 ← 0.3.0 diff Jul 22, 2024
updated 0.3.0 ← 0.2.1 diff Jun 23, 2024
updated 0.2.1 ← 0.2.0 diff Nov 28, 2022
updated 0.2.0 ← 0.1.0 diff Aug 30, 2022
new 0.1.0 Jun 22, 2022