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]

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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

On CRAN:

9.07 score 51 stars 522 scripts 2.2k downloads 6 exports 45 dependencies

Last updated 27 days agofrom:4d5c662d51. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 24 2024
R-4.5-winERROROct 24 2024
R-4.5-linuxERROROct 24 2024
R-4.4-winERROROct 24 2024
R-4.4-macERROROct 24 2024
R-4.3-winERROROct 24 2024
R-4.3-macERROROct 24 2024

Exports:%>%predict_lightgbm_classification_classpredict_lightgbm_classification_probpredict_lightgbm_classification_rawpredict_lightgbm_regression_numerictrain_lightgbm

Dependencies:clicodetoolscolorspacecpp11dialsDiceDesigndplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalessfdsparsevctrsstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr

Introduction to bonsai

Rendered frombonsai.Rmdusingknitr::rmarkdownon Oct 24 2024.

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