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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 4.2k 787

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

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

   Python 1.5k 187

3. arxiv-daily arxiv-daily Public

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

   Python 130 41

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

   📦 Collect some Asynchronous Federated Learning papers.

   Python 105 6

5. AFL-CS AFL-CS Public

   [IEEE ICPADS'23] AFL-CS: Asynchronous Federated Learning with Cosine Similarity-based Penalty Term and Aggregation

   Python 5

6. FedEYE FedEYE Public

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

   Java