FL-for-Smart-Healthcare

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

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

On the Convergence of FedAvg on Non-IID Data

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

?? Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

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

The implementation of FedAvg based on pytorch.

NAACL '24 (Best Demo Paper RunnerUp) / MlSys @ NeurIPS '23 - RedCoast: A Lightweight Tool to Automate Distributed Training and Inference

Three implementations of FedAvg: numpy, pytorch and tensorflow federated.

This repository contains all the implementation of different papers on Federated Learning