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1. Xtra-Computing/thundersvm Xtra-Computing/thundersvm Public

   ThunderSVM: A Fast SVM Library on GPUs and CPUs

   C++ 1.6k 222

2. Xtra-Computing/thundergbm Xtra-Computing/thundergbm Public

   ThunderGBM: Fast GBDTs and Random Forests on GPUs

   C++ 700 88

3. MOON MOON Public

   Model-Contrastive Federated Learning (CVPR 2021)

   Python 281 56

4. Xtra-Computing/NIID-Bench Xtra-Computing/NIID-Bench Public

   Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

   Python 599 121

5. Xtra-Computing/FedTree Xtra-Computing/FedTree Public

   A tree-based federated learning system (MLSys 2023)

   C++ 148 41

6. LLM-PBE LLM-PBE Public

   A toolkit to assess data privacy in LLMs (under development)

   Python 58 14