Metadata-Version: 2.1
Name: shapley-values
Version: 1.0.1
Summary: Shapley values package
Home-page: https://github.com/LIADN7/shapley_values
Author: Liad Nagi
Author-email: liadnagi@gmail.com
License: MIT
Project-URL: Documentation, https://github.com/LIADN7/shapley_values
Project-URL: Bug Reports, https://github.com/LIADN7/shapley_values/issues
Project-URL: Source Code, https://github.com/LIADN7/shapley_values
Keywords: shapley,pypi,package
Platform: UNKNOWN
Classifier: Development Status :: 7 - Inactive
Classifier: Intended Audience :: Developers
Classifier: Topic :: Software Development :: Build Tools
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.8
Classifier: Programming Language :: Python :: 3.9
Classifier: Programming Language :: Python :: 3.10
Classifier: Programming Language :: Python :: 3 :: Only
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE

# Shapley values

An open-source library of [Shapley value algorithms](https://en.wikipedia.org/wiki/Shapley_value) in Python.

***For example of "Shapley values" algorithm you can enter to: [example of "Shapley values"](http://liadn7.pythonanywhere.com/)***

## Installation

    clone https://github.com/LIADN7/shapley_values.git
    cd shapley_values
    pip install -r requirements.txt
    pip install -e .

To verify that everything was installed correctly, run one of the test programs,

    python shapley_values/tests/test_shap.py
    python shapley_values/tests/test_x_shapley.py


## Other algorithms implemented:
  ***[X_Shapley](https://www.aaai.org/AAAI22Papers/SA-00194-NizriM.pdf)***






