PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx. - GAIMJKP/FedShare
git clone https://github.com/pliang279/LG-FedAvg.git Data We run FedAvg and LG-FedAvg experiments on MNIST (link) and CIFAR10 (link). See our paper for a description how we process and partition the data for federated learning experiments. ...
Several Federated Learning algorithms, such as FedAvg, FedProx and Federated Curvature (FedCurv), aiming at tackling the non-IID setting, have already been proposed. This work provides an empirical assessment of the behaviour of FedAvg and FedCurv in common non-IID scenarios. Results show that ...