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An open framework for Federated Learning.

Federated Learning In Pytorch ⭐ 289

Handy PyTorch implementation of Federated Learning (for your painless research)

MLSys Workshop NeurIPS 2023 - Redco: A Lightweight Tool to Automate Distributed Training and Inference

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

An FL algorithm inspired by FedGMA

Apply Federated Learning and Deep Learning (Deep Auto-encoder) to detect abnormal data for IoT devices.

Federated Learning Research ⭐ 6

An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster and help researchers to explore more problems existing in real FL systems.

Simple implementation of FedAvg, a Federated Learning algorithm.

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