• Introduction
  

     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.

• License

     Apache License 2.0

• How to use this document

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• Deployment Architecture

• Pre-Installation Requirements

• Hardware Requirements

• Minimum Hardware Requirements

                           Single Machine with Linux or Mac system installed.

• Recommended Hardware Requirements

• Software Prerequisites

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• Verifying the Setup as defined the Akraino validation feature project plus any additional testing specific to the blue print

Running Tests

A script to run all the unittests has been provided in ./federatedml/test folder.

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