palevas/arboretum

Gradient Boosting powered by GPU

arboretum - Gradient Boosting on GPU

Dependencies

• Python 2.7
• Cuda toolkit 8(there's no cuda 8 sprecifiec features are used so it should also work with cuda 7, but it has never been tested).
• Cuda thrust - it's a part of cuda toolkit so it should work out of box.
• Cuda cub https://github.com/NVlabs/cub as submodule.

Linux

• gcc-5

MacOS

• clang-omp++ can be install by brew

Installation process is similar to xgboost

• git clone --recursive https://github.com/sh1ng/arboretum.git
• $ make
• $ cd python-wrapper
• $ sudo python setup.py install