clustered-federated-learning

Similar projects

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

• jichan3751/ifca106

  Clustered Federated Learning Framework

  A framework for decentralized collaborative learning across multiple clusters with efficient communication and data management strategies.

• gingsmith/fmtl130

  Federated Learning Framework

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

• smilelab-fl/fedlab743

  Federated Learning Framework

  A flexible framework for distributed machine learning where participants train local models and collaboratively optimize them without sharing data

• securefederatedai/openfl738

  Collaborative Learning Framework

  A Python framework for collaborative machine learning without sharing sensitive data

• aiot-mlsys-lab/fedrolex61

  Federated Learning framework

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

• cuis15/fcfl20

  Federated learning framework

  An implementation of Fair and Consistent Federated Learning using Python.

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.

• xtra-computing/fedsim25

  Federated Learning Framework

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

• zlz0414/feddar2

  Federated Learning Framework

  A framework for federated representation learning with domain awareness in multi-model scenarios.

• fangxiuwen/robust_fl43

  Federated Learning Framework

  An implementation of a robust federated learning framework for handling noisy and heterogeneous clients in machine learning.

• scaleoutsystems/fedn145

  Federated Learning Framework

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

• omarfoq/fedem157

  Federated learning framework

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

• 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.

• wenkehuang/fccl97

  Federated Learning Framework

  A framework for tackling heterogeneity and catastrophic forgetting in federated learning by leveraging cross-correlation and similarity learning