Awesome-FL

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

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License

Creative Commons Attribution License

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Additional Project Details

Programming Language

Python

Related Categories

Python Federated Learning Frameworks

Registered

2025-07-15

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Awesome-FL

Comprehensive and timely academic information on federated learning

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Features

Project Samples

Project Activity

Categories

License

Follow Awesome-FL

User Reviews

Additional Project Details

Programming Language

Related Categories

Registered