Package: bonsai 0.3.1
![](https://github.com/cran/bonsai/raw/HEAD/man/figures/logo.png)
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:
bonsai_0.3.1.tar.gz
bonsai_0.3.1.tar.gz(r-4.5-noble)bonsai_0.3.1.tar.gz(r-4.4-noble)
bonsai_0.3.1.tgz(r-4.4-emscripten)bonsai_0.3.1.tgz(r-4.3-emscripten)
bonsai.pdf |bonsai.html✨
bonsai/json (API)
NEWS
# Install 'bonsai' in R: |
install.packages('bonsai', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/tidymodels/bonsai/issues
Last updated 2 months agofrom:ff2222067c. Checks:OK: 2. Indexed: no.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Aug 23 2024 |
R-4.5-linux | OK | Aug 23 2024 |
Exports:%>%predict_lightgbm_classification_classpredict_lightgbm_classification_probpredict_lightgbm_classification_rawpredict_lightgbm_regression_numerictrain_lightgbm
Dependencies:clicodetoolscolorspacecpp11dialsDiceDesigndplyrfansifarvergenericsggplot2globalsgluegtablehardhatisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmeparsnippillarpkgconfigprettyunitspurrrR6RColorBrewerrlangscalessfdstringistringrtibbletidyrtidyselectutf8vctrsviridisLitewithr
Readme and manuals
Help Manual
Help page | Topics |
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bonsai: Model Wrappers for Tree-Based Models | bonsai-package bonsai |