SleepyBag / Statistical-Learning-Methods
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
☆1,174Updated 2 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
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆841Updated 4 years ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,531Updated 7 months ago
- 机器学习算法的公式推导以及numpy实现☆2,078Updated 2 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。☆1,617Updated last month
- ✒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
- 《统计学习方法》笔记-基于Python算法实现☆2,093Updated 7 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☆5,785Updated 6 years ago
- 《深度学习》花书手推笔记☆499Updated 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☆1,864Updated 8 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]☆6,117Updated last year
- My personal notes☆1,704Updated 2 years ago
- ☆512Updated 3 years ago
- 《机器学习实战》的python3源码☆1,322Updated 4 years ago
- notes of machine learning algorithm derivation☆777Updated 5 years ago
- 周志华《机器学习》手推笔记☆3,669Updated 4 years ago
- 主要展示Datawhale的组队学习计划。☆2,255Updated 2 years ago
- ☆5,163Updated 5 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,553Updated this week
- 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☆4,449Updated 6 months ago
- Awesome-pytorch-list 翻译工作进行中......☆1,767Updated 3 years ago
- Datawhale成员整理的面经,内容包括机器学习,CV,NLP,推荐,开发等,欢迎大家star☆2,904Updated this week
- 【运筹OR帷幄|数据科学】pandas教程系列电子书☆864Updated 3 years ago
- 《神经网络与深度学习》课后习题答案-分享讨论☆749Updated 5 years ago
- 机器学习初学者公众号作品☆2,240Updated 4 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☆196Updated 2 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)☆667Updated 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…☆1,550Updated 2 years ago
- [译] 面向机器学习的特征工程☆2,525Updated last year
- exercise for nndl☆3,257Updated 9 months ago
- 主要存储Datawhale组队学习中 “数据挖掘/机器学习”方向的资料。☆1,702Updated 3 years ago