CRAN/E | bonsai

bonsai

Model Wrappers for Tree-Based Models

Installation

About

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.) and conditional inference trees and conditional random forests with 'partykit' (Hothorn and Zeileis, 2015. and Hothorn et al, 2006. doi:10.1198/106186006X133933).

bonsai.tidymodels.org/
github.com/tidymodels/bonsai
Bug report File report

Key Metrics

Version 0.2.1
Published 2022-11-29 514 days ago
Needs compilation? no
License MIT
License File
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Maintainer

Maintainer

Simon Couch

simonpatrickcouch@gmail.com

Authors

Daniel Falbel

aut

Athos Damiani

aut

Roel M. Hogervorst

aut

Max Kuhn

aut

Simon Couch

aut / cre

RStudio

cph / fnd

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to bonsai

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

bonsai archive

Depends

parsnip ≥ 1.0.1

Imports

cli
dials
dplyr
glue
purrr
rlang
stats
tibble
utils

Suggests

covr
knitr
lightgbm
modeldata
partykit
rmarkdown
rsample
testthat ≥ 3.0.0
tune

Reverse Suggests

bundle