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

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

On CRAN:

9.36 score 52 stars 1 packages 644 scripts 1.1k downloads 6 exports 45 dependencies

Last updated 2 months agofrom:4d5c662d51. Checks:OK: 1 ERROR: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKDec 23 2024
R-4.5-winERRORDec 23 2024
R-4.5-linuxERRORDec 23 2024
R-4.4-winERRORDec 23 2024
R-4.4-macERRORDec 23 2024
R-4.3-winERRORDec 23 2024
R-4.3-macERRORDec 23 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 Dec 23 2024.

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