UMDataScienceLab / flsimulator

The implementation of Fedensemble

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FLsimulator

This repository intends to use the simplest code to simulate federated learning fast.

Getting Started

  • Change the params in main.py
  • Type ./run.sh in shell.
  • Results are generated in logs/ folder.

Files

The implementation includes (multi-processing) fedavg, fedensemble. They are implemented in server.py and client.py

Contributing

Contributions are welcome! If you're interested in improving the multi-processing, or adding new algorithms, feel free to add a new pull request.

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The implementation of Fedensemble


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