mingxuts / multi-center-fed-learning

fully ready experiments

multi-center-fed-learning: to cluster clients with non-IID data

Resources

Please find technical details for this paper: Multi-center Federated Learning, Robust version for this paper: Robust Clustered Federated Learning

Datasets

Femnist Celeba Synthetic

Notes

• Install the libraries listed in requirements.txt
  • I.e. with pip: run pip3 install -r requirements.txt
• Go to directory of respective dataset for instructions on generating data
• models directory contains instructions on running baseline reference implementations

TODO

test