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  • Wuhan City in China

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Stars

ML

15 repositories

《统计学习方法》笔记-基于Python算法实现

Jupyter Notebook 2,024 669 Updated Jan 9, 2018

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

Python 5,683 1,984 Updated Apr 29, 2019

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]

Python 5,923 1,594 Updated Aug 5, 2023

Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。

Jupyter Notebook 814 270 Updated Feb 9, 2021

手写实现李航《统计学习方法》书中全部算法

Python 10,907 2,863 Updated Nov 25, 2023

Your new Mentor for Data Science E-Learning.

Jupyter Notebook 13,833 2,482 Updated Mar 1, 2024

一些经典的/值得收藏的电子书

152 67 Updated Jul 17, 2018

机器学习算法项目

Jupyter Notebook 833 326 Updated Oct 15, 2021

scikit-learn: machine learning in Python

Python 59,072 25,194 Updated Aug 1, 2024

机器学习、深度学习的学习路径及知识总结

Jupyter Notebook 1,182 247 Updated Jan 9, 2024

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Python 38,818 11,391 Updated Mar 4, 2024

《统计学习方法》的代码实现

Jupyter Notebook 18,729 6,265 Updated Aug 22, 2023

《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。

Python 60,026 10,722 Updated Jul 30, 2024

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

Python 15,205 3,455 Updated Jun 2, 2023

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)

C++ 21,943 5,521 Updated Aug 1, 2024