A “awesome” curated list of federated learning (FL) academic resources: research papers, tools, frameworks, datasets, tutorials, and workshops. A hub for FL knowledge maintained by the academic community.

Features

  • Curated research papers in federated learning
  • Lists of FL frameworks and toolkits
  • Tutorials, workshops, benchmarks included
  • Covers subfields: privacy, graph, vision, NLP
  • Links to academic events and surveys
  • Community-driven with frequent updates

Project Samples

Awesome-FL Screenshot 1

Project Activity

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Categories

Federated Learning Frameworks

License

Creative Commons Attribution License

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Awesome-FL Web Site

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Additional Project Details

Programming Language

Python

Related Categories

Python Federated Learning Frameworks

Registered

2025-07-15
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