Other Frameworks - sahiltyagi4/FLORA_beta GitHub Wiki
NOTE: The information below is up-to-date as of June 2025.
Flower
- GitHub URL: https://github.com/adap/flower
- Stars: 5900
- Contributors: 160
- Latest Version: 1.18.0
- Release Date: 2025-04-23
- Status: ✅ Active
Links:
APPFL
- GitHub URL: https://github.com/APPFL/APPFL
- Stars: 133
- Contributors: 16
- Latest Version: 1.5.0
- Release Date: 2025-05-06
- Status: ✅ Active
Links:
PySyft
- GitHub URL: https://github.com/OpenMined/PySyft
- Stars: 9700
- Contributors: 428
- Latest Version: 0.9.5
- Release Date: 2025-02-13
- Status: ✅ Active
Links:
NVFlare
- GitHub URL: https://github.com/NVIDIA/NVFlare
- Stars: 743
- Contributors: 48
- Latest Version: 2.6.0
- Release Date: 2025-04-22
- Status: ✅ Active
Links:
OpenFL
- GitHub URL: https://github.com/securefederatedai/openfl
- Stars: 778
- Contributors: 113
- Latest Version: 1.8
- Release Date: 2025-03-26
- Status: ✅ Active
Links:
APPLE pfl (private federated learning)
- GitHub URL: https://github.com/apple/pfl-research
- Stars: 326
- Contributors: 11
- Latest Version: 0.3.0
- Release Date: 2025-05-28
- Status: ✅ Active
Links:
FATE
- GitHub URL: https://github.com/FederatedAI/FATE
- Stars: 5900
- Contributors: 87
- Latest Version: 2.2.0
- Release Date: 2024-07-31
- Status: ❌ Inactive
Links:
FedML
- GitHub URL: https://github.com/FedML-AI/FedML
- Stars: 3900
- Contributors: 66
- Latest Version: 0.8.9
- Release Date: 2023-10-28
- Status: ❌ Inactive
Links:
FederatedScope
- GitHub URL: https://github.com/alibaba/FederatedScope
- Stars: 1400
- Contributors: 18
- Latest Version: 0.3.0
- Release Date: 2023-04-03
- Status: ❌ Inactive
Links:
FedLab
- GitHub URL: https://github.com/SMILELab-FL/FedLab
- Stars: 771
- Contributors: 13
- Latest Version: 1.3.0
- Release Date: 2022-10-26
- Status: ❌ Inactive
Links:
FedScale
- GitHub URL: https://github.com/SymbioticLab/FedScale
- Stars: 396
- Contributors: 21
- Latest Version: 0.5
- Release Date: 2022-07-18
- Status: ❌ Inactive
Links: