FedMatch

Similar projects

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

• wyjeong/fedweit102

  Federated learning framework

  An implementation of Federated Continual Learning with Weighted Inter-client Transfer using TensorFlow 2.

• sungwon-han/fedx69

  Federated Learning Algorithm

  An unsupervised federated learning algorithm that uses cross knowledge distillation to learn meaningful data representations from local and global levels.

• yamingguo98/fediir10

  Federated Learner

  An implementation of a federated learning algorithm that generalizes to out-of-distribution scenarios using implicit invariant relationships

• 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.

• yuetan031/fedproto134

  Federated learning library

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

• harliwu/fedamd2

  Federated Learning Algorithm

  This project presents an approach to federated learning with partial client participation by optimizing anchor selection for improving model accuracy and convergence.

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

  This project enables federated learning across partially class-disjoint data with curated bilateral curation.

• jiayunz/fedalign4

  Federated Learning Framework

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

• gaoliang13/feddc81

  Federated learner

  Federated learning algorithm that adapts to non-IID data by decoupling and correcting for local drift

• atuannguyen/fedsr26

  Federated Learning Method

  An implementation of a domain generalization method for federated learning using Python and PyTorch

• omarfoq/fedem157

  Federated learning framework

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

• zhenqincn/fedapen12

  Federated Learning Engine

  An implementation of cross-silo federated learning with adaptability to statistical heterogeneity

• dawenzi098/sfl-structural-federated-learning49

  Federated learning model

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

• pengyang7881187/fedrl56

  Federated Learning

  Enabling multiple agents to learn from heterogeneous environments without sharing their knowledge or data

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

  An approach to heterogeneous federated learning allowing for model training on diverse devices with varying resources.