Welcome to ELI5's documentation! ================================ .. image:: https://img.shields.io/pypi/v/eli5.svg :target: https://pypi.python.org/pypi/eli5 :alt: PyPI Version .. image:: https://github.com/eli5-org/eli5/actions/workflows/python-package.yml/badge.svg?branch=master :target: https://github.com/eli5-org/eli5/actions :alt: Build Status .. image:: https://codecov.io/github/eli5-org/eli5/coverage.svg?branch=master :target: https://codecov.io/github/eli5-org/eli5?branch=master :alt: Code Coverage ELI5_ is a Python library which allows to visualize and debug various Machine Learning models using unified API. It has built-in support for several ML frameworks and provides a way to explain black-box models. .. toctree:: :maxdepth: 2 overview tutorials/index libraries/index blackbox/index autodocs/index contribute changes License is MIT. .. _ELI5: https://github.com/eli5-org/eli5