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Jianghan University
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《统计学习方法》笔记-基于Python算法实现
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。
手写实现李航《统计学习方法》书中全部算法
Your new Mentor for Data Science E-Learning.
scikit-learn: machine learning in Python
机器学习、深度学习的学习路径及知识总结
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice (『飞桨』核心框架,深度学习&机器学习高性能单机、分布式训练和跨平台部署)