fedavgm 开源项目推荐（4 个）

Lee-Gihun /FedNTD

（NeurIPS 2022）“通过联邦学习中的非真蒸馏保存全球知识”的正式实施

c-gabri /Federated-Learning-PyTorch

PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arbitrary non-identicalness and imbalance (Dirichlet priors). Client systems can be arbitrarily heterogeneous. Several mobile-friendly models are prov…

smshagor-dev /Federated-Learning-on-Non-IID-Data-Differential-Privacy

Privacy-aware federated learning research platform for Non-IID data, FedAvg, FedProx, SCAFFOLD, client-level differential privacy, RDP accounting, and reproducible experiments.

Aliz-f /edge-web-attack-detection-federated

Federated Learning with 1D-CNN for Web Attack Detection on Edge-IIoTset using the Flower Framework. This project explores both IID and Non-IID data partitions to evaluate federated performance in decentralized IoT environments.