Originally written by Greg Ridgeway between 1999-2003, added to by various authors, extensively updated and polished by James Hickey in 2016, survival models greatly improved by Terry Therneau in 2016, and currently maintained by Greg Ridgeway. Development is discussed at the gbm-dev Google Group.
gbm3 provides generalized boosted regression models with
a newer API than the original gbm package. The package
supports regression, classification, survival models, and
learning-to-rank methods, with optional OpenMP parallelization in the
core fitting code.
To install the development version from GitHub, first install
remotes:
install.packages("remotes")Then install gbm3:
remotes::install_github("gbm-developers/gbm3")
# or to build vignettes during installation
remotes::install_github("gbm-developers/gbm3", build_vignettes = TRUE, force = TRUE)