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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.
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Deployment Architecture
Pre-Installation Requirements
Hardware Requirements
Minimum Hardware Requirements
Recommended Hardware Requirements
Software Prerequisites
Database Prerequisites
Schema scripts
Other Installation Requirements
Jump Host Requirements
Network Requirements
Bare Metal Node Requirements
Execution Requirements (Bare Metal Only)
Installation High-Level Overview
Bare Metal Deployment Guide
Install Bare Metal Jump Host
Creating a Node Inventory File
Creating the Settings Files
Running
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