Skip to content
#

fedir

Star

Here is 1 public repository matching this topic...

c-gabri / Federated-Learning-PyTorch

Star 67

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…

pytorch sgd classification heterogeneity federated-learning imbalance non-iid fedavg fedprox fedsgd fedavgm fedir fedvc
  • Updated Feb 27, 2022
  • Python

Improve this page

Add a description, image, and links to the fedir topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the fedir topic, visit your repo's landing page and select "manage topics."

Learn more