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1. SMILELab-FL/FedLab SMILELab-FL/FedLab Public

   A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.

   Jupyter Notebook 809 136

2. FedAWARE FedAWARE Public

   Code for AISTATS'25 paper - On the Power of Adaptive Weighted Aggregation in Heterogeneous Federated Learning and Beyond

   Python 12 2

3. K-Vib K-Vib Public

   Code for TMLR paper - Enhanced Federated Optimization: Adaptive Unbiased Client Sampling with Reduced Variance

   Python 3

4. MORE MORE Public

   Code for EMNLP'24 paper - On Diversified Preferences of Large Language Model Alignment

   Python 16

5. StoCFL StoCFL Public

   Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic client participation

   Python 11 1

6. Libra Libra Public

   Repo for preprint paper - Understanding Generalization of Federated Learning: the Trade-off between Model Stability and Optimization

   1