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
Deployment
Please refer to FATE
Documentation
The official FATE Flow documentation is here https://federatedai.github.io/FATE-Flow/latest/
License
Release files for fate-flow 2.2.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fate_flow-2.2.0.tar.gz | 215.8 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| fate_flow-2.2.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 594.4 kB
Release files / fate_flow-2.2.0.tar.gz
| Download URL | fate_flow-2.2.0.tar.gz |
|---|---|
| Size | 215.8 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.8.15
|
Release files / fate_flow-2.2.0-py3-none-any.whl
| Download URL | fate_flow-2.2.0-py3-none-any.whl |
|---|---|
| Size | 378.6 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/4.0.2 CPython/3.8.15
|
