Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
https://github.com/microsoft/PersonalizedFL
Personalized federated learning codebase for research
deep-learning federated-learning machine-learning non-iid personalized-federated-learning
Last synced: 04 Jul 2024
https://github.com/weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
communication-efficiency data-privacy decentralized-federated-learning differential-privacy-deep-learning distributed-optimization federated-learning federated-learning-framework federated-optimization machine-learning meta-learning non-iid privacy statistical-heterogeneity
Last synced: 16 May 2024
https://github.com/chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
adversarial-attack-and-defense communication-efficiency computation-efficiency computer-vision continual-learning decentralized-federated-learning distributed-optimization federated-learning hierarchical-federated-learning incentive-mechanism interpretability machine-learning neural-architecture-search non-iid privacy semi-supervised-learning straggler-problem transfer-learning vertical-federated-learning wireless-communication
Last synced: 16 May 2024
https://github.com/monk1337/Aweome-Heathcare-Federated-Learning
A curated list of Federated Learning papers/articles and recent advancements.
artifical-intelligense awesome-list awesome-machine-learning blockchain-medical-applications data-privacy deep-learning deep-learning-healthcare distributed-machine-learning federated-learning healthcare-data healthcare-datasets healthcare-federated-learning healthcare-imaging life-science-data machine-learning machine-learning-healthcare machine-learning-privacy medical-data-pipeline non-iid vertical-federated-learning
Last synced: 09 Apr 2024
https://github.com/TsingZ0/PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
attack differential-privacy distributed-computing dlg domainnet federated-learning heterogeneity imagenet iot non-iid personalization privacy privacy-protection python pytorch
Last synced: 21 Mar 2024
