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Stars

ML

5 repositories

《机器学习理论导引》(宝箱书)的证明、案例、概念补充与参考文献讲解。

Jupyter Notebook 1,591 188 Updated Nov 18, 2024

深度学习经典、新论文逐段精读

29,416 2,595 Updated Nov 17, 2024

Implement Statistical Learning Methods, Li Hang the hard way. 李航《统计学习方法》一书的硬核 Python 实现

Python 1,173 283 Updated Jun 4, 2022

《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版

4,888 692 Updated Nov 28, 2023

High-speed Large Language Model Serving for Local Deployment

C++ 8,147 425 Updated Feb 19, 2025