An Industrial Grade
Federated Learning Framework

support federated learning architectures and secure computation of any machine learning algorithms


FATE is an open-source project initiated by Webank’s AI Department to provide a secure computing framework to support the federated AI ecosystem. It implements multiple secure computation protocols to enable big data collaboration with data protection regulation compliance. With modular scalable modeling pipeline, clear visual interface and flexible scheduling system, FATE accesses out-of-box usability and excellent operational performance.

Resources and community support

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FATE community is an open, equal, and inclusive federation learning corporative community.Join us and help grow the community.


Welcome contributions and collaboration on FATE. Learn about contribution guide and incentive plans.

FATE announcements

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