25 skills found
litian96 / FedProxFederated Optimization in Heterogeneous Networks (MLSys '20)
vaseline555 / Federated Learning In PyTorchHandy PyTorch implementation of Federated Learning (for your painless research)
JYWa / FedNovaPyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.
yjlee22 / FedSharePyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.
ki-ljl / FedProx PyTorchPyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
Lee-Gihun / FedNTD(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
c-gabri / Federated Learning PyTorchPyTorch 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 provided
orion-orion / FedAO🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asynchronous.
ayushm-agrawal / Federated Learning ImplementationsThis repository contains all the implementation of different papers on Federated Learning
majestrate / Fedproxytor/i2p/lokinet socks proxy router
CharlieDinh / FederatedLearningWithSVRGThe code in order to implement FedProx (ICPP 2020)
ysyisyourbrother / Federated Learning ResearchAn 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.
meng1103 / Federated Learning Non IIDFederated Learning Algorithm (Pytorch) : FedAvg, FedProx, MOON, SCAFFOLD, FedDyn
lunan0320 / Federated Learning Knowledge Distillationrepo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.
ongzh / ScaffoldFLImplementation of Scaffold and Fedprox for Federated Learning using PyTorch
shyam671 / Federated LearningNo description available
itslastonenikhil / Federated LearningImplementation of FedAvg, FedProx and qFedAvg using PyTorch
ricevutoriccardo / Federated Learning With ResNet 50 On CIFAR 10FedAvg, FedGKT, FedProx, Gradient Inversion Attack
anandcu3 / Federated Learning For Remote SensingFederated Learning Experiments for Remote Sensing image data using convolution neural networks
Lee-Gihun / FedSOL(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"
