xgboost-prebuilt-wheel

This repo contains xgboost prebuilt wheel for python3.

Windows

For the general purpose, download this.

pip install xgboost-0.7-py3-none-any.whl

msvc

need vcopm140.dll in PATH. If you are not using Anaconda, install Microsoft Visual C++ 2015 Redistributable vc_redist.x64.exe to get it, 2017 also works.

gcc

need gcc runtime file in PATH.

icc

Those whl are highly optimized by Intel Compiler, the folder zen contains cracked binary for AMD CPU.

GPU

https://github.com/fo40225/xgboost-prebuilt-wheel/tree/master/v0.7/windows/gpu/cuda91sm30avx2

required CUDA 9.1 & compute capability 3.0 up & CPU with AVX

mac

OpenMP enabled.

brew install gcc6
pip3 install xgboost-0.6-py3-none-any.whl