Popular GitHub Repositories for Fedprox

Handy PyTorch implementation of Federated Learning (for your painless research)

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.

PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).

(NeurIPS 2022) Official Implementation of "Preservation of the Global Knowledge by Not-True Distillation in Federated Learning"

? 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.

This repository contains all the implementation of different papers on Federated Learning

The code in order to implement FedProx (ICPP 2020)

An 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.

PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS

Federated Learning Experiments for Remote Sensing image data using convolution neural networks

(CVPR 2024) Official Implementation of "FedSOL: Stabilized Orthogonal Learning with Proximal Restrictions in Federated Learning"

[L4DC 2025] Controlling Pariticipation in Federated Learning with Feedback

Implemented FedAvg & FedProx: Decentralized Optimization Algorithms for Neural Networks for an Image Classification Task- Distributed Optimization and Learning(DOL) Course Project

Experiments of the FL in Healthcare project - MRI images use case - using Flower