/multi-center-fed-learning

fully ready experiments

Primary LanguageJupyter NotebookBSD 2-Clause "Simplified" LicenseBSD-2-Clause

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