Repositories list

• APPFL

  Public
  Advanced Privacy-Preserving Federated Learning framework

  privacy-preserving-machine-learningfederated-learning-framework

  Python

  •

  MIT License

  •20•100•6•5•Updated Feb 3, 2025Feb 3, 2025

• VerticalFL

  Public
  Vertical Federated Learning Case Study using APPFL

  vertical-federated-learning

  Jupyter Notebook

  •0•2•0•0•Updated Aug 8, 2024Aug 8, 2024

• HierFL

  Public
  Hierarchical Federated Learning using APPFL

  Python

  •1•1•0•0•Updated Jul 27, 2024Jul 27, 2024

• appfl-scifm

  Public archive
  APPFL Demo for Federated Learning Tutorial at SciFM

  Python

  •

  MIT License

  •0•2•0•0•Updated Jul 19, 2024Jul 19, 2024

• FedCompass

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

  distributed-computingiclrfederated-learning+ 4heterogeneous-computingasynchronous-federated-learningsemi-asynchronous-federated-learningiclr2024

  Python

  •

  MIT License

  •4•15•0•0•Updated Apr 24, 2024Apr 24, 2024

• APPFLx-doc

  Public
  Documentation for using APPFLx

  Python

  •2•1•0•0•Updated Sep 11, 2023Sep 11, 2023

• APPFLx-Client

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

  Python

  •

  MIT License

  •1•2•0•1•Updated Aug 1, 2023Aug 1, 2023

• APPFL_Applications

  Public
  Applications of APPFL

  Jupyter Notebook

  •0•2•0•0•Updated Jan 30, 2023Jan 30, 2023

• DataReconstruction

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Mar 11, 2022Mar 11, 2022

• tutorials

  Public
  A collection of tutorials for APPFL

  0•1•0•0•Updated Nov 11, 2021Nov 11, 2021

• DPFL-IADMM-Classification

  Public
  Python

  •

  MIT License

  •1•2•0•0•Updated Oct 4, 2021Oct 4, 2021