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APPFL

Advanced Privacy Preserving Federated Learning

15 followers
United States of America
https://appfl.ai

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APPFL APPFL Public

Advanced Privacy-Preserving Federated Learning framework

Python 131 24
FedCompass FedCompass Public

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

Python 16 4

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Showing 10 of 11 repositories

APPFL Public
Advanced Privacy-Preserving Federated Learning framework

APPFL/APPFL’s past year of commit activity

Python 131 MIT 24 5 5 Updated May 20, 2025
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 archive
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 16 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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