fedn

Similar projects

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

• ibm/federated-learning-lib500

  Federated Learning Framework

  A framework for collaborative distributed machine learning in enterprise environments.

• lxcnju/fedrepo175

  Federated learning framework

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

• omarfoq/fedem157

  Federated learning framework

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

• xtra-computing/fedsim25

  Federated Learning Framework

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

• codepothunter/fednp6

  Federated Learning Framework

  A framework for non-IID federated learning via neural propagation

• xtra-computing/fedov17

  Federated Learning Framework

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

• fangxiuwen/robust_fl43

  Federated Learning Framework

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

• git-disl/scale-fl30

  Federated learner

  An adaptive federated learning framework for heterogeneous clients with resource constraints.

• galaxylearning/gfl243

  Federated learning platform

  A decentralized federated learning framework based on blockchain and PyTorch.

• 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

• 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.

• litian96/ditto138

  Federated Learning Framework

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

• zhenqincn/fedapen12

  Federated Learning Engine

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

• symbioticlab/fedscale390

  FL platform

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

• bytedance/feddecorr64

  Federated Learning Algorithms

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