Document Guide

Tutorial

• Quick Start: Train & predict with FATE HeteroSecureBoost using FATE-Pipeline
• Running PSI: Run PSI only using FATE-PipeLine
• Quick Start with Homo NN: Train & predict with FATE HomoNN using FATE-PipeLine
• Building Models with Hetero Components: model-building tutorial with Hetero components: including reading data, feature engineering, and training & evaluating models

FATE Design

• Architecture: Building unified and standardized API for heterogeneous computing engines interconnection
• FATE Algorithm Components: Building standardized algorithm components for different scheduling engines
• OSX (Open Site Exchange): Building open platform for cross-site communication interconnection
• RoadMap
• Paper & Conference

Develop Guide

• Dag Usage Guide
• Component Develop Guide

Performance Comparison

• Compare Algorithms Performance On Multiple Engines
• Compare Algorithms Performance With FATE-v1.11.4

Run ML Modules(since v2.0.0)

• Launchers: General introduction on launchers for running FATE modules locally
• Quick ML Module Usage Guide: Guide to run HeteroSecureBoost module
• Hetero ML Module Usage Guide: Guide to run Hetero NN module
• Homo ML Module Usage Guide: Guide to run HomoNN module
• ML Module with Deepspeed: Guide to run HomoNN module with Deepspeed on Eggroll