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@APPFL

APPFL

Advanced Privacy Preserving Federated Learning

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  1. APPFL APPFL Public

    Advanced Privacy-Preserving Federated Learning framework

    Python 89 18

  2. FedCompass FedCompass Public

    [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler

    Python 14 4

Repositories

Showing 10 of 11 repositories
  • APPFL Public

    Advanced Privacy-Preserving Federated Learning framework

    APPFL/APPFL’s past year of commit activity
    Python 89 MIT 18 13 10 Updated Dec 24, 2024
  • VerticalFL Public

    Vertical Federated Learning Case Study using APPFL

    APPFL/VerticalFL’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Aug 8, 2024
  • HierFL Public

    Hierarchical Federated Learning using APPFL

    APPFL/HierFL’s past year of commit activity
    Python 1 1 0 0 Updated Jul 27, 2024
  • appfl-scifm Public

    APPFL Demo for Federated Learning Tutorial at SciFM

    APPFL/appfl-scifm’s past year of commit activity
    Python 2 MIT 0 0 0 Updated Jul 19, 2024
  • FedCompass Public

    [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler

    APPFL/FedCompass’s past year of commit activity
    Python 14 MIT 4 0 0 Updated Apr 24, 2024
  • APPFLx-doc Public

    Documentation for using APPFLx

    APPFL/APPFLx-doc’s past year of commit activity
    Python 1 2 0 0 Updated Sep 11, 2023
  • APPFLx-Client Public

    Source code for clients using APPFLx.link to training ML models using federated learning

    APPFL/APPFLx-Client’s past year of commit activity
    Python 2 MIT 1 0 1 Updated Aug 1, 2023
  • APPFL_Applications Public

    Applications of APPFL

    APPFL/APPFL_Applications’s past year of commit activity
    Jupyter Notebook 2 0 0 0 Updated Jan 30, 2023
  • DataReconstruction Public
    APPFL/DataReconstruction’s past year of commit activity
    Jupyter Notebook 0 0 0 0 Updated Mar 11, 2022
  • tutorials Public

    A collection of tutorials for APPFL

    APPFL/tutorials’s past year of commit activity
    1 0 0 0 Updated Nov 11, 2021
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