FLamingo framework implemented Federated Learning algorithms Check: isaacveg/FLamingo
Follow the README in sub-directories to run the examples.
- FedAvg: Communication-Efficient Learning of Deep Networks from Decentralized Data
- FedMeta: Federated Meta-Learning with Fast Convergence and Efficient Communication
- FedProx: Federated Optimization in Heterogeneous Networks
- FedFOMO: Personalized federated learning with first order model optimization
- IFCA: An efficient framework for clustered federated learning
- Per-FedAvg: Personalized federated learning a meta-learning approach
If you find any bug, please open an issue or contact me directly.
Or, open a pull request to fix it.
Open a pull request to write it on your own, or issue me to implement it.