Package: bonsai 0.3.1.9000

Simon Couch

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>).

Authors:Daniel Falbel [aut], Athos Damiani [aut], Roel M. Hogervorst [aut], Max Kuhn [aut], Simon Couch [aut, cre], Posit Software, PBC [cph, fnd]

bonsai_0.3.1.9000.tar.gz
bonsai_0.3.1.9000.zip(r-4.5)bonsai_0.3.1.9000.zip(r-4.4)bonsai_0.3.1.9000.zip(r-4.3)
bonsai_0.3.1.9000.tgz(r-4.4-any)bonsai_0.3.1.9000.tgz(r-4.3-any)
bonsai_0.3.1.9000.tar.gz(r-4.5-noble)bonsai_0.3.1.9000.tar.gz(r-4.4-noble)
bonsai_0.3.1.9000.tgz(r-4.4-emscripten)bonsai_0.3.1.9000.tgz(r-4.3-emscripten)
bonsai.pdf |bonsai.html
bonsai/json (API)
NEWS

# Install 'bonsai' in R:
install.packages('bonsai', repos = c('https://tidymodels.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/tidymodels/bonsai/issues

Pkgdown site:https://bonsai.tidymodels.org

On CRAN:

9.28 score 52 stars 1 packages 612 scripts 818 downloads 6 exports 45 dependencies

Last updated 3 months agofrom:4d5c662d51. Checks:1 OK, 6 ERROR. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 22 2025
R-4.5-winERRORJan 22 2025
R-4.5-linuxERRORJan 22 2025
R-4.4-winERRORJan 22 2025
R-4.4-macERRORJan 22 2025
R-4.3-winERRORJan 22 2025
R-4.3-macERRORJan 22 2025

Exports:%>%predict_lightgbm_classification_classpredict_lightgbm_classification_probpredict_lightgbm_classification_rawpredict_lightgbm_regression_numerictrain_lightgbm

Dependencies:clicodetoolscolorspacecpp11dialsDiceDesigndplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalessfdsparsevctrsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Introduction to bonsai

Rendered frombonsai.Rmdusingknitr::rmarkdownon Jan 22 2025.

Last update: 2022-05-16
Started: 2022-05-16