Metadata-Version: 2.1
Name: shapflow
Version: 0.0.1
Summary: a python package to explain ml pipelines
Author-email: Jiaxuan Wang <jiaxuan@umich.edu>
Project-URL: Homepage, https://github.com/nathanwang000/Shapley-Flow.git
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: xgboost
Requires-Dist: tqdm
Requires-Dist: joblib
Requires-Dist: dill
Requires-Dist: scikit-learn

This repository contains implementation for the AISTATS 2021 paper 
["Shapley Flow: A Graph-based Approach to Interpreting Model Predictions"](https://arxiv.org/pdf/2010.14592.pdf)

Tutorials can be found in the source repo located at https://github.com/nathanwang000/Shapley-Flow
