daisugi

daisugi: not-so-well-known tree machines

daisugi is an R package that curates novel tree & boosting algorithms. It focuses on methods that are not on CRAN, not directly available in R, or less widely known. Popular libraries like XGBoost, LightGBM, and CatBoost are intentionally excluded & can be accessed through their official packages or via bonsai in tidymodels.

Machines

novelty trees found within daisugi:

• Boulevard
• EBM
• FairGBM
• GRANDE
• KTBoost
• MorphBoost
• MSBoost
• NGBoost
• NRGBoost
• Perpetual
• SnapBoost
• WildWood
• Yggdrasil

Installation

You can install the development version of daisugi from GitHub with:

# install.packages("pak")
pak::pak("frankiethull/daisugi")