FedProx

Similar projects

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

• zackzikaixiao/fedgrab14

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  A tool for training federated learning models with adaptive gradient balancing to handle class imbalance in multi-client scenarios.

• optimization-ai/icml2023_fedxl2

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  An implementation of a federated learning algorithm for optimization problems with compositional pairwise risk optimization.

• dos-group/fedzero19

  Federated Learning Optimizer

  An implementation of federated learning optimized for training on renewable energy sources and spare compute capacity to minimize carbon emissions.

• illidanlab/splitmix40

  Federated learning optimizer

  An algorithm for distributed learning with flexible model customization during training and testing

• divyansh03/fedexp9

  Federated Averaging Optimizer

  An implementation of a federated averaging algorithm with an extrapolation approach to speed up distributed machine learning training on client-held data.

• mingruiliu-ml-lab/episode2

  Federated Learning optimizer

  An algorithm for Federated Learning with heterogeneous data, designed to optimize deep neural networks and improve performance

• mc-nya/fednest6

  Federated Optimizer

  An implementation of a federated optimization algorithm for distributed machine learning

• baowenxuan/fedcollab16

  Collaboration optimizer

  An algorithm that optimizes collaboration in federated learning by clustering clients into non-overlapping coalitions based on data quantity and pairwise distribution distances.

• lyn1874/fedpvr6

  Federated learner

  An implementation of a federated learning algorithm for handling heterogeneous data

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

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

• hui-po-wang/progfed20

  Federated learning optimization

  An approach to efficient federated learning by progressively training models on client devices with reduced communication and computation requirements.

• alshedivat/fedpa50

  Decentralized optimizer

  A modular JAX implementation of federated learning via posterior averaging for decentralized optimization

• lipingyi/qsfl12

  FL optimizer

  An optimization framework for federated learning

• omarfoq/fedem157

  Federated learning framework

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

• yuetan031/fedproto134

  Federated learning library

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