vaseline555 / Federated-Learning-in-PyTorch Star 470 Code Issues Pull requests Handy PyTorch implementation of Federated Learning (for your painless research) deep-learning pytorch federated-learning fedavg fedprox fedsgd fedopt leaf-benchmark fedadam fedadagrad fedyogi Updated Nov 16, 2023 Python
retyryu4345 / fedfuse Star 2 Code Issues Pull requests Federated Fusion CUDA primitives for FL server-side aggregation, optimization, compression, and robustness. gpu cuda pytorch aggregation flower differential-privacy federated-learning fedavg fedadam robust-aggregation Updated May 3, 2026 C++
sid0nair / DP-FedSOFIM_V2 Star 1 Code Issues Pull requests Discussions Official implementation of DP-FedSOFIM: differentially private federated learning with second-order Fisher Information Matrix optimization (TMLR 2026) deep-learning scaffold pytorch vgg ftrl differential-privacy federated-learning second-order-optimization fisher-information-matrix fedavg fedprox medmnist fedadam fedyogi fed-gradient-descent fedfc sofim adafedprox resnet-20 Updated Jul 5, 2026 Python
BThameur / FL-for-Smart-Healthcare Star 1 Code Issues Pull requests Experiments of the FL in Healthcare project - MRI images use case - using Flower healthcare mri-images federated-learning fedavg fedprox flwr fedadam fedadagrad Updated Jun 3, 2023 Jupyter Notebook