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  • License: Apache-2.0 License
  • Author: FederatedAI
  • Tags federated, learning, scheduler
  • Requires: Python >=3.8

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

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

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

Project details

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  • License: Apache-2.0 License
  • Author: FederatedAI
  • Tags federated, learning, scheduler
  • Requires: Python >=3.8

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