Orange3 add-on for exploring shap values.
Project description
[![Build Status](https://travis-ci.org/jpoullet2000/orange3-shap.svg?branch=master)](https://travis-ci.org/jpoullet2000/orange3-shap)
Orange3-Shap
Orange add-on for explaining Random Forest output with Shapley method.
License: CC-BY-NC-3.0
Package documentation: http://orange3-shap.readthedocs.io/
Installing
### With Anaconda
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.
[Anaconda]: https://www.continuum.io/downloads
### From source
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
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