Ways to contribute

There are many different ways to contribute to Fairlearn, for example:

• Contribute code in the following areas:

  • unfairness mitigation algorithms

  • fairness metrics

  • visualizations

• Write example notebooks showcasing

  • case studies in new application domains

  • usage of Fairlearn components

• Improve documentation, including:

  • docstrings

  • website content

  • pointing out shortcomings of the existing documentation

• Report bugs.

• Request new features.

• Write proposals for larger changes.

All contributions are expected to follow the guide on How to talk and write about fairness in AI.