federated-learning-lib

Similar projects

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

• omarfoq/fedem157

  Federated learning framework

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

• scaleoutsystems/fedn145

  Federated Learning Framework

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

• gingsmith/fmtl130

  Federated Learning Framework

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

• codepothunter/fednp6

  Federated Learning Framework

  A framework for non-IID federated learning via neural propagation

• litian96/ditto138

  Federated Learning Framework

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

• cuis15/fcfl20

  Federated learning framework

  An implementation of Fair and Consistent Federated Learning using Python.

• jichan3751/ifca106

  Clustered Federated Learning Framework

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

• 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

• xtra-computing/fedsim25

  Federated Learning Framework

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

• bdemo/pfedbred_public9

  Federated Learning Framework

  A project that proposes a novel federated learning approach to address the issue of incomplete information in personalized machine learning models

• bytedance/feddecorr64

  Federated Learning Algorithms

  Implementation of various federated learning algorithms to mitigate dimensional collapse in heterogeneous federated learning environments

• diogenes0319/fedmd_clean150

  Federated Learning Framework

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

• kai-yue/ntk-fed3

  Federated Learning Framework

  A framework for federated learning that leverages the neural tangent kernel to address statistical heterogeneity in distributed machine learning.

• lxcnju/fedrepo175

  Federated learning framework

  An open-source repository implementing various federated learning algorithms with source code for multiple deep learning applications.

• xtra-computing/fedov17

  Federated Learning Framework

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