Metadata-Version: 2.1
Name: exsum
Version: 1.0.0
Summary: Explanation Summary (ExSum)
Home-page: https://yilunzhou.github.io/exsum/
Author: Yilun Zhou
Author-email: zyilun94@gmail.com
License: MIT
Keywords: interpretability,natural language processing,machine learning
Platform: UNKNOWN
Classifier: Development Status :: 5 - Production/Stable
Classifier: Framework :: Flask
Classifier: Intended Audience :: Science/Research
Classifier: Topic :: Scientific/Engineering :: Artificial Intelligence
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python
Description-Content-Type: text/markdown
License-File: LICENSE

# Explanation Summary (ExSum)

## Overview

The explanation summary (ExSum) framework is a mathematical formalization to quantatively represent and evaluate generalized model insights gained from local explanations. This package implements a GUI for the construction and evaluation of generalized model insights for natural language processing (NLP) models. 

## Usage

This package can be installed via `pip install exsum`. To get started, please refer to the [documentation](https://yilunzhou.github.io/exsum/documentation.html) for more details.


