azureml-contrib-fairness

The azureml-contrib-fairness package contains functionality for the measuring and mitigating unfairness in machine learning models with the help of the Fairlearn package <https://fairlearn.github.io>_.

Read an introduction to the package <https://docs.microsoft.com/azure/machine-learning/how-to-machine-learning-fairness-aml>_ in the AzureML documentation. Full documentation for developers <https://docs.microsoft.com/python/api/azureml-contrib-fairness/>_ is also available, as are sample notebooks <https://github.com/Azure/MachineLearningNotebooks/tree/master/contrib/fairness>_.

This package is in preview state.