FATE (Federated AI Technology Enabler) 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 secure computation protocols based on homomorphic encryption and multi-party computation (MPC). It supports federated learning architectures and secure computation of various machine learning algorithms, including logistic regression, tree-based algorithms, deep learning and transfer learning.
.. toctree:: :caption: Install :maxdepth: 2 Standalone <standalone-deploy/README> Cluster <cluster-deploy/README>
.. toctree:: :caption: Quick Start :maxdepth: 3 Quick Start <examples/federatedml-1.x-examples/README> Data Upload <doc/upload_data_guide> Configuration <doc/dsl_conf_setting_guide>
.. toctree:: :maxdepth: 3 :caption: Algorithms FederatedML <federatedml/README>
.. toctree:: :maxdepth: 3 :caption: FATE FLOW FATE FLOW Guide <fate_flow/README> CLI API <fate_flow/doc/fate_flow_cli> REST API <fate_flow/doc/fate_flow_rest_api>
.. toctree:: :maxdepth: 3 :caption: Develop Develop Guide <doc/develop_guide>
.. toctree:: :maxdepth: 3 :glob: :caption: API doc/api/*
.. toctree:: :maxdepth: 2 :caption: Materials doc/materials