FateWithShellmiaoComment/FATE-Flow

中文

FATE Flow is a multi-party federated task security scheduling platform for federated learning end-to-end pipeline

• Shared-State Scheduling Architecture
• Secure Multi-Party Communication Across Data Centers

Providing production-level service capabilities:

• Data Access
• Component Registry
• Federated Job&Task Scheduling
• Multi-Party Resource Coordination
• Data Flow Tracking
• Real-Time Job Monitoring
• Multi-Party Federated Model Registry
• Multi-Party Cooperation Authority Management
• High Availability
• CLI, REST API, Python API

For detailed introduction, please refer to FATE Flow Overall Design

Deployment

Please refer to FATE

Documentation

The official FATE Flow documentation is here https://federatedai.github.io/FATE-Flow/latest/

License

Apache License 2.0