wzyonggege / statistical-learning-method
《统计学习方法》笔记-基于Python算法实现
☆2,058Updated 7 years ago
Alternatives and similar repositories for statistical-learning-method:
Users that are interested in statistical-learning-method are comparing it to the libraries listed below
- 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☆5,748Updated 5 years ago
- 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]☆6,050Updated last year
- 《机器学习实战》的python3源码☆1,303Updated 4 years ago
- 机器学习初学者公众号作品☆2,188Updated 3 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆830Updated 3 years ago
- 机器学习算法的公式推导以及numpy实现☆2,049Updated last year
- 统计学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆1,798Updated 4 months ago
- [译] 面向机器学习的特征工程☆2,514Updated last year
- 主要展示Datawhale的组队学习计划。☆2,231Updated 2 years ago
- A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python…☆1,541Updated 2 years ago
- Data competition Top Solution 数据竞赛top解决方案开源整理☆3,361Updated 4 years ago
- 周志华《机器学习》手推笔记☆3,613Updated 3 years ago
- exercise for nndl☆3,203Updated 5 months ago
- ☆2,728Updated 4 years ago
- ☆5,125Updated 4 years ago
- ✒统计学习方法第二版(李航) 学习笔记、代码实现、课后习题☆357Updated 5 years ago
- A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译☆3,350Updated 2 years ago
- 数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路☆4,348Updated 3 months ago
- 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☆1,171Updated 2 years ago
- Data&code for Machine-Learning-in-Action by Python3 | 《机器学习实战》数据与Python3源码☆419Updated 2 years ago
- My personal notes☆1,640Updated last year
- [译] 利用 Python 进行数据分析 · 第 2 版☆1,088Updated 4 years ago
- 机器学习过程中所看的书,视频和源码☆845Updated 2 years ago
- 机器学习原理☆1,328Updated 8 months ago
- 手写实现李航《统计学习方法》书中全部算法☆11,167Updated 2 months ago
- [译] scikit-learn(sklearn) 中文文档☆5,139Updated last year
- 《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。☆1,576Updated 2 months ago
- 记录Learning from data一书中的习题解答☆978Updated 5 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,520Updated 4 months ago
- [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】☆3,737Updated 3 years ago