FedGELA

Similar projects

Found by comparing what the projects do, not just their names.

• mediabrain-sjtu/feddisco68

  Federated learner

  A federated learning framework with discrepancy-aware collaboration for decentralized data training

• mediabrain-sjtu/pfedgraph26

  Federated Learning

  This project enables personalized federated learning with inferred collaboration graphs to improve the performance of machine learning models on non-IID (non-independent and identically distributed) datasets.

• xtra-computing/fedov17

  Federated Learning Framework

  Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.

• litian96/ditto138

  Federated Learning Framework

  A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems.

• dawenzi098/sfl-structural-federated-learning49

  Federated learning model

  A Python implementation of Personalized Federated Learning with Graph using PyTorch.

• sjtu-yc/federated-submodel-averaging7

  Federated learning system

  An implementation of federated submodel averaging (FedSubAvg) to enable collaborative learning across decentralized devices or users.

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.

• bibikar/feddst29

  Federated Learning Library

  An implementation of federated learning with sparse training and readjustment mechanisms to reduce communication overhead while maintaining model performance.

• chandra2thapa/splitfed-when-federated-learning-meets-split-learning134

  Federated Learning Suite

  An implementation of federated learning and split learning techniques with PyTorch on the HAM10000 dataset

• substra/substra274

  FL framework

  Enables the training and validation of machine learning models on distributed datasets in a secure and scalable manner.

• jiayunz/fedalign4

  Federated Learning Framework

  Develops an alignment framework for federated learning with non-identical client class sets

• yuetan031/fedproto134

  Federated learning library

  An implementation of federated learning with prototype-based methods across heterogeneous clients

• omarfoq/fedem157

  Federated learning framework

  Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.

• lins-lab/fedbr25

  Federated Learning Algorithm

  An implementation of federated learning algorithm to reduce local learning bias and improve convergence on heterogeneous data

• diogenes0319/fedmd_clean150

  Federated Learning Framework

  An implementation of a heterogenous federated learning framework using model distillation.