Package: bonsai 0.3.1

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

6 exports 0.23 score 44 dependencies 482 scripts 4.3k downloads

Last updated 2 months agofrom:ff2222067c. Checks:OK: 2. Indexed: no.

Exports:%>%predict_lightgbm_classification_classpredict_lightgbm_classification_probpredict_lightgbm_classification_rawpredict_lightgbm_regression_numerictrain_lightgbm

Dependencies:clicodetoolscolorspacecpp11dialsDiceDesigndplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalessfdstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr