What is 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.

FederatedML

A practical and scalable federated machine learning library. 

FATE Serving

A high-performance, industrialized serving system for federated learning models, designed for production environments.

FATEFlow

A end to end pipeline platform for federared leaning.

FATEBoard

A visual tool for federated learning modeling for end-users.

Federated Network

Federated Learning multi-party communication network.