Orange add-on for explaining Random Forest output with Shapley method.

License: CC-BY-NC-3.0

Package documentation: http://orange3-shap.readthedocs.io/

The easiest way to install Orange3-Shap on a non-GNU/Linux system is with Anaconda distribution for your OS (Python version >=3.6). In your Anaconda Prompt, first add conda-forge to your channels:

conda config --add channels conda-forge

Then install Orange3:

conda install orange3

This will install the latest release of Orange. Then install Orange3-Shap:

pip install orange3-shap

Run:

orange-canvas

to open Orange and check if everything is installed properly.

To install the add-on from source

# Clone the repository and move into it
git clone https://github.com/jpoullet2000/orange3-shap.git
cd orange3-shap

# Install corresponding wheels for your OS:
pip install some-wheel.whl

# Install Orange3-Shap in editable/development mode.
pip install -e .

To register this add-on with Orange, run

python setup.py install