FedLab

Similar projects

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

• gingsmith/fmtl130

  Federated Learning Framework

  A framework for collaborative learning across multiple tasks and datasets in a distributed manner

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.

• securefederatedai/openfl738

  Collaborative Learning Framework

  A Python framework for collaborative machine learning without sharing sensitive data

• omarfoq/fedem157

  Federated learning framework

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

• symbioticlab/fedscale390

  FL platform

  A federated learning platform with tools and datasets for scalable and extensible machine learning experimentation

• raymin0223/logo31

  Federated Active Learning Framework

  An implementation of federated active learning with a novel sampling strategy to improve performance on decentralized machine learning tasks

• charliedinh/pfedme291

  Federated learning framework

  An implementation of Personalized Federated Learning with Moreau Envelopes and related algorithms using PyTorch for research and experimentation.

• xtra-computing/fedsim25

  Federated Learning Framework

  A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.

• felisat/clustered-federated-learning160

  Federated learning framework

  An implementation of a federated learning method to optimize multiple models simultaneously while maintaining user privacy.

• galaxylearning/gfl243

  Federated learning platform

  A decentralized federated learning framework based on blockchain and PyTorch.

• shenzebang/federated-learning-pytorch40

  FL framework

  A PyTorch-based framework for Federated Learning experiments

• mloptpsu/fedtorch188

  Distributed learning framework

  A software framework for benchmarking and implementing various algorithms in federated learning and distributed optimization using PyTorch Distributed API.

• dawenzi098/sfl-structural-federated-learning49

  Federated learning model

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

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

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

• scaleoutsystems/fedn145

  Federated Learning Framework

  An open source federated learning framework designed to be secure, scalable and easy-to-use for enterprise environments