An Industrial Grade
Federated Learning Framework
support federated learning architectures and secure computation of any machine learning algorithms
The WeBank AI Group Present the First Monograph on Federated Learningeditor2fate
FATE v1.3 is coming! Add Federated recommendation algorithms and reconstruct the KubeFATE.editor2fate
First Digital-Only Bank in China Joins Linux Foundationeditor2fate
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.
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