5 results found Sort:

securefederatedai
openfl securefederatedai
202
724
apache-2.0
22
An Open Framework for Federated Learning.
fedavg fedopt openfl python fedcurv fedprox deep-learning machine-learning federated-learning secure-computation federated-analytics distributed-learning distributed-computing collaborative-learning federated-deep-learning keras-federated-learning pytorch-federated-learning federated-learning-framework tensorflow-federated-learning privacy-preserving-machine-learning
Created 2021-01-12
824 commits to develop branch, last one a day ago
vaseline555
Federated-Learning-in-PyTorch vaseline555
90
409
mit
3
Handy PyTorch implementation of Federated Learning (for your painless research)
fedavg fedopt fedsgd fedadam fedprox fedyogi pytorch fedadagrad deep-learning leaf-benchmark federated-learning
Created 2021-05-08
49 commits to main branch, last one about a year ago
ki-ljl
FedProx-PyTorch ki-ljl
19
97
mit
2
PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).
fedprox pytorch federated-learning
Created 2022-03-03
12 commits to main branch, last one 2 years ago
Lee-Gihun
FedNTD Lee-Gihun
15
77
mit
2
(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"
moon fedavg feddyn fedntd fedavgm fedcurv fednova fedprox scaffold deep-learning computer-vision machine-learning continual-learning federated-learning deep-neural-networks distributed-learning knowledge-distillation artificial-intelligence
Created 2022-11-29
21 commits to master branch, last one about a year ago
c-gabri
Federated-Learning-PyTorch c-gabri
14
66
gpl-3.0
1
PyTorch implementation of Federated Learning algorithms FedSGD, FedAvg, FedAvgM, FedIR, FedVC, FedProx and standard SGD, applied to visual classification. Client distributions are synthesized with arb...
sgd fedir fedvc fedavg fedsgd fedavgm fedprox non-iid pytorch imbalance heterogeneity classification federated-learning
Created 2022-01-05
204 commits to master branch, last one 2 years ago