An open API service indexing awesome lists of open source software.

0 "federated-learning" Awesome Lists

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

2,003 stars
222 forks
4,069 projects

Last updated: 16 Jul 2026

Awesome-Model-Merging-Methods-Theories-Applications

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities. ACM Computing Surveys, 2026.

attack-defense continual-learning diffusion-models ensemble-learning federated-learning few-shot-learning foundation-models generalization generative-model knowledge-fusion

775 stars
46 forks
915 projects

Last updated: 16 Aug 2026

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

479 stars
86 forks
122 projects

Last updated: 16 Mar 2026

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

455 stars
90 forks
31 projects

Last updated: 26 Jul 2026

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

442 stars
85 forks
44 projects

Last updated: 20 Jul 2026

Awesome-Differential-Privacy-and-Meachine-Learning

Differentially private federated learning: A systematic review (ACM Survey); Adap dp-fl: Differentially private federated learning with adaptive noise (TrustCom'2022)

deep-learning differential-privacy dpsgd federated-learning privacy

387 stars
38 forks
33 projects

Last updated: 15 Aug 2026

awesome-forgetting-in-deep-learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

beneficial-forgetting catastrophic-forgetting continual-learning coreset-selection data-free-knolwedge-distillation deep-learning domain-adaptation federated-learning forgetting generative-model

366 stars
18 forks
752 projects

Last updated: 29 Jul 2026

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

346 stars
52 forks
50 projects

Last updated: 12 May 2026

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

280 stars
55 forks
44 projects

Last updated: 17 May 2026

awesome-asynchronous-federated-learning

📦 Collect some Asynchronous Federated Learning papers.

asynchronous awesome distributed-computing federated-learning machine-learning paper paper-list papers

123 stars
7 forks
49 projects

Last updated: 26 Jul 2026

awesome-Federated-Learning

federated-learning

awesome-list federated-learning

90 stars
22 forks
2,252 projects

Last updated: 03 Jul 2026

awesome-federated-reinforcement-learning

Publication catalog for research on Federated RL (FRL).

federated-learning federated-reinforcement-learning reinforcement-learning

86 stars
10 forks
36 projects

Last updated: 12 Jul 2026

FLsystem-paper

Federated Learning Systems Paper List

awesome-list federated-learning machine-learning mlsys papers systems

75 stars
7 forks
83 projects

Last updated: 28 Aug 2025

awesome-vertical-federated-learning

A curated list of advancements in Vertical Federated Learning, frameworks and libraries.

awesome differential-privacy federated-learning machine-learning privacy security vertical-federated-learning

40 stars
2 forks
55 projects

Last updated: 13 Apr 2026

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

33 stars
1 forks
906 projects

Last updated: 20 May 2026

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

32 stars
2 forks
189 projects

Last updated: 29 Apr 2026

awesome-volunteer-computing

A curated list of awesome projects, platforms, and resources related to volunteer computing — donating idle computing power to solve real-world scientific and humanitarian problems.

awesome awesome-list boinc citizen-science computing crowdsourcing decentralized distributed-computing federated-learning folding-at-home

27 stars
3 forks
73 projects

Last updated: 28 Jul 2026

awesome-flower-list

List Flower resources

awesome awesome-list federated-learning flower flwr

12 stars
2 forks
33 projects

Last updated: 20 Dec 2024

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cheatsheet 17 containers 17 remote-sensing 17 animation 17 bash 17 nerf 17 webgl 17 generative-model 17 quantization 17 foss 17 github-actions 17 command-line 17 distributed-systems 16 anomaly-detection 16 system-design 16 bert 16 technology 16 image-processing 16 reddit 16 readme 16 gaming 16 dart 16 algorithm 16 performance 16 language 16 videos 16 microservices 16 knowledge 16 medical-imaging 16 mllm 16 llmops 16 spain 16 espana 16 ros 16 articles 16 react-components 15 text-to-video 15 multimodal-deep-learning 15 selfhosted 15 google 15 vscode 15 awesome-ai 15 npm 15 databases 15 detection 15 resource 15 art 15 mysql 15 mac 15 code-generation 15 copilot 15 pose-estimation 15 p2p 15 students 15 vuejs 15 cms 15 multimodal-large-language-models 15 graphics 15 ecommerce 15 webassembly 15 solana 15 leetcode 15 ai-security 15 evm 15 beginner-friendly 15 wasm 15 3d-graphics 14 podcast 14 uav 14 node 14 multimodal-learning 14 drones 14 android-library 14 mobile-development 14 diffusion 14 healthcare 14 software-libre 14 generative-adversarial-network 14 yolo 14 language-model 14 software-architecture 14 planning 14 coding-agents 14 frameworks 14 utilities 14 icons 14 ai-art 14 vector-database 14 trading 14 discord 14 dotnet-core 14 recommender-system 14 oss 14 wordpress 14 knowledge-base 14 webdevelopment 13 datos-abiertos 13 gan 13 geospatial 13 ui-design 13 transfer-learning 13 infrastructure 13 sysadmin 13 quantum-computing 13 semantic-segmentation 13 model-compression 13 sre 13 sustainability 13 deep-reinforcement-learning 13 search 13 free-software 13 objective-c 13 developer 13 microservice 13 observability 13 continual-learning 13 pwa 13 unicorns 13 programming-languages 13 speech-to-text 13 open-science 13 automl 13 storage 13 dapp 13 ctf 13 bug-bounty 13 vision-language-model 13 svelte 13 interview-questions 13 static-analysis 13 multi-agent-systems 13 threat-intelligence 13 simulation 13 rest-api 13 workflow 13 time-series-analysis 13 rl 13 ai-video 13 email 12 es6 12 postgresql 12 xai 12 test-automation 12 compliance 12 gpu 12 infrastructure-as-code 12 ux 12 memory 12 drone 12 elasticsearch 12 web-design 12 creative-coding 12 graphics-programming 12 privacy-tools 12 application 12 ros2 12 prompt-injection 12 leadership 12 search-engine 12 few-shot-learning 12 authentication 12 static-site-generator 12 rails 12 neuroscience 12 fuzzing 12 cyber-security 12 chain-of-thought 12 vulnerabilities 12 fintech 12 machine-learning-algorithms 12 article 12 cicd 12 cuda 12 edge-computing 12 vision-and-language 12 image 12 social-media 12 reading-list 12 lua 12 evaluation 12 cross-platform 12 question-answering 12 guide 12 llm-security 12 webapp 12 cvpr 11 python-library 11 arduino 11 packages 11 fpga 11 physics 11 owasp 11 hacking-tools 11 incident-response 11 management 11 design-systems 11 interpretability 11 qwen 11 font 11 climate-change 11 writing 11