An Industrial Grade
Federated Learning Framework
support federated learning architectures and secure computation of any machine learning algorithms
FATE
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.
Lossless
Federated learning preserves model quality.
Flexible
Scalable Federated Modeling Pipeline Production.
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.
