Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
"federated-learning" Awesome Lists
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
1,879 stars
323 forks
558 projects
Last updated: 18 May 2024
Awesome-FL
Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
artificial-intelligence awesome computer-vision data-mining database deep-learning efficiency federated-learning federated-learning-framework graph
1,305 stars
163 forks
1,916 projects
Last updated: 12 May 2024
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
647 stars
98 forks
43 projects
Last updated: 16 May 2024
awesome-federated-computing
:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
awesome-list decentralized deep-learning distributed-computing federated-learning machine-learning
460 stars
84 forks
122 projects
Last updated: 10 May 2024
Awesome-Distributed-Deep-Learning
A curated list of awesome Distributed Deep Learning resources.
asynchronous awesome awesome-list computer-vision data-science deep-learning deep-neural-networks distributed-computing distributed-systems federated-learning
388 stars
82 forks
44 projects
Last updated: 06 May 2024
awesome-ai-infrastructures
Infrastructures™ for Machine Learning Training/Inference in Production.
apache-arrow apache-mesos apache-spark artificial-intelligence awesome-list deep-learning deep-learning-framework federated-learning knowledge-distillation kubernetes
368 stars
71 forks
31 projects
Last updated: 31 Mar 2024
Awesome-Federated-Learning-on-Graph-and-GNN-papers
Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
federated-learning gnn graph graph-neural-network knowledge-graph papers
300 stars
47 forks
50 projects
Last updated: 19 May 2024
Awesome-Differential-Privacy-and-Meachine-Learning
机器学习和差分隐私的论文笔记和代码仓
deep-learning differential-privacy dpsgd federated-learning privacy
290 stars
28 forks
31 projects
Last updated: 05 Sep 2024
awesome-edge-machine-learning
A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
auto-ml awesome-list edge edge-deep-learning edge-machine-learning efficient-architectures embedded-machine-learning federated-learning iot mobile-machine-learning
240 stars
51 forks
44 projects
Last updated: 14 May 2024
awesome-asynchronous-federated-learning
📦 Collect some Asynchronous Federated Learning papers.
asynchronous awesome distributed-computing federated-learning machine-learning paper paper-list papers
78 stars
6 forks
48 projects
Last updated: 17 May 2024
awesome-privacy-engineering
A curated list of resources related to privacy engineering
anonymization consent-management de-identification differential-privacy federated-learning privacy-by-default privacy-by-design privacy-engineering privacy-enhancing-technologies privacy-tools
78 stars
18 forks
282 projects
Last updated: 13 May 2024
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
76 stars
14 forks
333 projects
Last updated: 22 May 2024
awesome-Federated-Learning
federated-learning
awesome-list federated-learning
73 stars
21 forks
2,252 projects
Last updated: 13 May 2024
awesome-federated-reinforcement-learning
Publication catalog for research on Federated RL (FRL).
federated-learning federated-reinforcement-learning reinforcement-learning
64 stars
13 forks
36 projects
Last updated: 07 Apr 2024
FLsystem-paper
Federated Learning Systems Paper List
awesome-list federated-learning machine-learning mlsys papers systems
61 stars
7 forks
83 projects
Last updated: 22 May 2024
apprenticeship
A notebook of awesome privacy protection,federated learning, fairness and blockchain research materials.
awesome blockchain fairness federated-learning machine-unlearning paper privacy recommender-systems
27 stars
2 forks
189 projects
Last updated: 28 Mar 2024
Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
awesome-list bias-detection concept-shift covariate-shift data-shift deep-learning distribution-shift fairness fairness-ai fairness-ml
18 stars
0 forks
906 projects
Last updated: 10 May 2024
awesome-flower-list
List Flower resources
awesome awesome-list federated-learning flower flwr
11 stars
2 forks
33 projects
Last updated: 14 Aug 2023