Found by comparing what the projects do, not just their names.
Federated Learning Framework
A framework that enables secure, federated learning on iOS devices using PySyft models.
Federated Learning Library
A JavaScript library that enables secure and decentralized federated learning on end-user devices.
Collaborative Learning Framework
A Python framework for collaborative machine learning without sharing sensitive data
Federated Learning Framework
A framework that enables federated learning across multiple datasets while optimizing model performance with record similarities.
Device ML Trainer
Enables secure, on-device machine learning training and inference for Android devices using PySyft models
FL framework
Enables the training and validation of machine learning models on distributed datasets in a secure and scalable manner.
Federated Learning Framework
A framework for personalized federated learning to balance fairness and robustness in decentralized machine learning systems.
Secure ML repo
A curated collection of resources and libraries for secure machine learning research and development
Federated Learning Framework
Develops a framework to address label skews in one-shot federated learning by partitioning data and adapting models.
Federated Learning Framework
Develops a framework to balance competing goals in federated learning by decoupling generic and personalized prediction tasks.
FL framework
A unified framework for improving privacy and reducing communication overhead in distributed machine learning models.
Federated Learning framework
An implementation of heterogeneous federated learning with parallel edge and server computation
Federated Active Learning Framework
An implementation of federated active learning with a novel sampling strategy to improve performance on decentralized machine learning tasks
Private ML framework
An effort to develop and evaluate private machine learning frameworks
Federated learning framework
An open-source repository implementing various federated learning algorithms with source code for multiple deep learning applications.