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
☆1,176Updated 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:
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆845Updated 4 years ago
- 《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。☆1,628Updated 2 months ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,535Updated 9 months ago
- 《统计学习方法》笔记-基于Python算法实现☆2,109Updated 7 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☆362Updated 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]☆6,146Updated last year
- 机器学习算法的公式推导以及numpy实现☆2,084Updated 2 years ago
- ☆514Updated 4 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☆5,793Updated 6 years ago
- 《深度学习》花书手推笔记☆502Updated 4 years ago
- 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☆1,899Updated last month
- 主要展示Datawhale的组队学习计划。☆2,264Updated 2 years ago
- 周志华《机器学习》手推笔记☆3,683Updated 4 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,573Updated last month
- 《机器学习实战》的python3源码☆1,327Updated 4 years ago
- 《Machine Learning: A Probabilistic Perspective》(Kevin P. Murphy)中文翻译和书中算法的Python实现。☆606Updated 4 months 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☆4,480Updated 8 months ago
- A Chinese Notes of MLAPP,MLAPP 中文笔记项目 https://zhuanlan.zhihu.com/python-kivy☆364Updated 4 years ago
- Awesome-pytorch-list 翻译工作进行中......☆1,774Updated 3 years ago
- 记录Learning from data一书中的习题解答☆991Updated 6 years ago
- My personal notes☆1,713Updated 2 years ago
- ⚡️⚡️⚡️《机器学习实战》代码(基于Python3)🚀☆934Updated 5 years ago
- Matplotlib中文教程,在线阅读地址:https://datawhalechina.github.io/fantastic-matplotlib/☆494Updated 2 years ago
- 机器学习初学者公众号作品☆2,254Updated 4 years ago
- ☆2,763Updated 5 years ago
- notes of machine learning algorithm derivation☆776Updated 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)☆665Updated 2 years ago
- [译] 利用 Python 进行数据分析 · 第 2 版☆1,087Updated 4 years ago
- ☆5,177Updated 5 years ago
- A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python…☆1,548Updated 2 years ago