Metadata-Version: 2.1
Name: responsibleai
Version: 0.0.3
Summary: SDK API to explain models, and analyze errors in Machine Learning
Home-page: https://github.com/microsoft/responsible-ai-widgets
Author: Roman Lutz, Ilya Matiach, Ke Xu
Author-email: raiwidgets-maintain@microsoft.com
License: UNKNOWN
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Classifier: Programming Language :: Python :: 3.8
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Classifier: Development Status :: 3 - Alpha
Requires-Python: >=3.6
Description-Content-Type: text/markdown

# Responsible AI Model Analysis SDK for Python

### This package has been tested with Python 3.6, 3.7 and 3.8

The Responsible AI Model Analysis SDK enables users to analyze their machine learning models in one API. Users will be able to analyze errors, explain the most important features, compute counterfactuals and run causal analysis using a single API.

Highlights of the package include:

- `explainer.add()` explains the model
- `counterfactuals.add()` computes counterfactuals
- `error_analysis.add()` runs error analysis
- `causal.add()` runs causal analysis

The source code can be found here:
https://github.com/microsoft/responsible-ai-widgets


