personalized-federated-learning

There are 16 repositories under personalized-federated-learning topic.

  • KarhouTam/FL-bench

    Benchmark of federated learning. Dedicated to the community. 🤗

    Language:Python53069385

  • microsoft/PersonalizedFL

    Personalized federated learning codebase for research

    Language:Python36352349

  • CharlieDinh/pFedMe

    Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

    Language:Python29331988

  • omarfoq/FedEM

    Official code for "Federated Multi-Task Learning under a Mixture of Distributions" (NeurIPS'21)

    Language:Python1583728

  • NUAA-SmartSensing/FedModule

    联邦学习模块化框架，支持各类FL。A universal federated learning framework, free to switch thread and process modes

    Language:Python1576621

  • KarhouTam/pFedLA

    PyTorch implementation of Layer-wised Model Aggregation for Personalized Federated Learning

    Language:Python8431011

  • KarhouTam/Per-FedAvg

    PyTorch Implementation of Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach

    Language:Python472211

  • omarfoq/knn-per

    Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)

    Language:Python432715

  • vaseline555/SuPerFed

    (SIGKDD 2022) Connected Low-Loss Subspace Learning for a Personalization in Federated Learning (https://arxiv.org/abs/2109.07628)

    Language:Python30134

  • baowenxuan/ATP

    [NeurIPS 2023] Adaptive Test-Time Personalization for Federated Learning. Wenxuan Bao, Tianxin Wei, Haohan Wang, Jingrui He.

    Language:Python17200

  • baowenxuan/FedCollab

    [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.

    Language:Python16302

  • KarhouTam/FedRecon

    PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning

    Language:Python12102

  • arvintashakori/SemiPFL

    SemiPFL: Personalized Semi-Supervised Federated Learning Framework for Edge Intelligence

    Language:Python6203

  • junwu6/FEDORA

    Personalized Federated Learning with Parameter Propagation

    Language:Python4102

  • rohilvagarwal/PersonalizedFLEducation

    Assessing Academic Performance: Personalized Federated Learning for Identifying Overperforming and Underperforming Schools and Individual-Level Implications

    Language:Python1100

  • MaherDissem/PersFL-LoadForecast

    Exploring Different Personalization Mechanisms for Federated Time Series Forecasting

    Language:Jupyter Notebook00