You can use pip or docker to install HyperGBM.

Using pip

It requires Python3.6 or above, and uses pip to install HyperGBM:

pip install --upgrade pip setuptools # (optional)
pip install hypergbm

Install shap(Optional)

HyperGBM provides model interpretation based on shap, you can install it refer to this guide if necessary.

Using Docker

You can also use HyperGBM through our built-in jupyter docker image with command:

docker run -ti -e NotebookToken="your-token" -p 8888:8888 datacanvas/hypergbm:0.2.0

Open browser visit site http://<your-ip>:8888,the token is what you have set “you-token”,it can also be empty if do not specified.