FederatedAI/FATE

An Industrial Grade Federated Learning Framework

PythonOthermachine-learningalgorithmfateprivacy-preservingfederated-learning
This is stars and forks stats for /FederatedAI/FATE repository. As of 30 Apr, 2024 this repository has 5229 stars and 1532 forks.

DOCS | 中文 FATE (Federated AI Technology Enabler) is the world's first industrial grade federated learning open source framework to enable enterprises and institutions to collaborate on data while protecting data security and privacy. It implements secure computation protocols based on homomorphic encryption and multi-party computation (MPC). Supporting various federated learning scenarios, FATE now provides a host of federated learning algorithms, including logistic regression, tree-based algorithms,...
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