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1. FedML-AI/FedML FedML-AI/FedML Public

   FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…

   Python 4k 762

2. youngfish42/Awesome-FL youngfish42/Awesome-FL Public

   Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

   Python 1.8k 205

3. arxiv-daily arxiv-daily Public

   🎓 Automatically Update Some Fields Papers Daily using Github Actions (Update Every 12th hours)

   Python 177 54

4. awesome-asynchronous-federated-learning awesome-asynchronous-federated-learning Public

   📦 Collect some Asynchronous Federated Learning papers.

   Python 117 7

5. FedEYE FedEYE Public

   [Patterns] FedEYE: A Scalable and Flexible End-to-end Federated Learning Platform for Ophthalmology

   Java 2

6. Buffalo Buffalo Public

   [CIKM'24] Buffalo: Biomedical Vision-Language Understanding with Cross-Modal Prototype and Federated Foundation Model Collaboration

   Python 4