FedERA is a modular and fully customizable open-source FL framework, aiming to address these issues by offering comprehensive support for heterogeneous edge devices and incorporating both standalone and distributed computing. It includes new software modules to enhance usability and promote environ- mental sustainability.
python framework deep-learning grpc pytorch carbon-emissions edge-devices distributed-machine-learning federated-learning federa
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Updated
Aug 22, 2024 - Jupyter Notebook