FedRepo

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.

• scaleoutsystems/fedn145

  Federated Learning Framework

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

• cuis15/fcfl20

  Federated learning framework

  An implementation of Fair and Consistent Federated Learning using Python.

• xtra-computing/fedov17

  Federated Learning Framework

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

• desternylin/perfed15

  Federated learning frameworks

  An implementation of various federated learning algorithms with a focus on communication efficiency, robustness, and fairness.

• codepothunter/fednp6

  Federated Learning Framework

  A framework for non-IID federated learning via neural propagation

• xtra-computing/fedsim25

  Federated Learning Framework

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

• litian96/ditto138

  Federated Learning Framework

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

• 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.

• mediabrain-sjtu/fedgela11

  Data Fusion Tool

  This project enables federated learning across partially class-disjoint data with curated bilateral curation.

• bytedance/feddecorr64

  Federated Learning Algorithms

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

• mediabrain-sjtu/feddisco68

  Federated learner

  A federated learning framework with discrepancy-aware collaboration for decentralized data training

• yuetan031/fedproto134

  Federated learning library

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

• galaxylearning/gfl243

  Federated learning platform

  A decentralized federated learning framework based on blockchain and PyTorch.

• haozzh/fedcr19

  Federated Learning Framework

  Evaluates various methods for federated learning on different models and tasks.