SleepyBag / Statistical-Learning-MethodsLinks
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
☆1,182Updated 3 years ago
Alternatives and similar repositories for Statistical-Learning-Methods
Users that are interested in Statistical-Learning-Methods are comparing it to the libraries listed below
Sorting:
- ✒统计学习方法第二版(李航) 学习笔记、代码实现、课后习题☆365Updated 6 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆856Updated 4 years ago
- 机器学习算法的公式推导以及numpy实现☆2,113Updated 2 years ago
- 《统计学习方法》笔记-基于Python算法实现☆2,143Updated 7 years ago
- 《深度学习》花书手推笔记☆507Updated 5 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,542Updated 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。☆1,656Updated 3 weeks ago
- notes of machine learning algorithm derivation☆789Updated 6 years ago
- 《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。☆623Updated last month
- 《神经网络与深度学习》课后习题答案-分享讨论☆774Updated 5 years ago
- My personal notes☆1,765Updated 2 years ago
- ☆526Updated 4 years ago
- 主要存储Datawhale组队学习中“编程、数据结构与算法”方向的资料。☆838Updated 2 years ago
- 统计学习方法训练营课程作业及答案,视频笔记在线阅读地址:https://relph1119.github.io/statistical-learning-method-camp☆197Updated 3 years ago
- ☆5,218Updated 5 years ago
- 慢慢整理所学的机器学习算法,并根据自己所理解的样子叙述出来。(注重数学推导)☆675Updated 2 years ago
- 机器学习初学者公众号作品☆2,303Updated 4 years ago
- 周志华《机器学习》手推笔记☆3,738Updated 4 years ago
- 经典机器学习算法的极简实现☆185Updated last year
- 主要展示Datawhale的组队学习计划。☆2,317Updated 2 years ago
- 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☆5,826Updated 6 years ago
- 机器学习方法习题解答,在线阅读地址:https://datawhalechina.github.io/statistical-learning-method-solutions-manual☆1,975Updated 2 months 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]☆6,254Updated 2 years ago
- 记录Learning from data一书中的习题解答☆1,001Updated 6 years ago
- exercise for nndl☆3,313Updated last year
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,650Updated 2 months ago
- 《机器学习实战》的python3源码☆1,335Updated 5 years ago
- 本人多次机器学习与大数据竞赛Top5的经验总结,满满的干货,拿好不谢☆398Updated 4 years ago
- 周志华-机器学习☆282Updated 5 years ago
- This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.☆559Updated 6 years ago