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Framework of Distributed Learning in Vehicular Networks
Federated Learning Utilities and Tools for Experimentation
FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.
Simulate collaborative ML scenarios, experiment multi-partner learning approaches and measure respective contributions of different datasets to model performance.
A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
A Comprehensive and Versatile Open-Source Federated Learning Framework
Implementation of the FedPM framework by the authors of the ICLR 2023 paper "Sparse Random Networks for Communication-Efficient Federated Learning".
A Federated Learning based Android Malware Classification System
Docker CLI package for the vantage6 infrastructure
Papers related to Federated Learning in all top venues
A project for simulation of Asynchronous Federated Learning