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
- 《统计学习方法》笔记-基于Python算法实现☆2,090Updated 7 years ago
- Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。☆840Updated 4 years ago
- 机器学习算法的公式推导以及numpy实现☆2,074Updated 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。☆1,610Updated 2 weeks 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
- 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☆1,847Updated 7 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]☆6,113Updated last year
- 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☆5,776Updated 5 years ago
- 《深度学习》花书手推笔记☆497Updated 4 years ago
- The Elements of Statistical Learning (ESL)的中文翻译、代码实现及其习题解答。☆2,539Updated 3 weeks ago
- Mathematical derivation and pure Python code implementation of machine learning algorithms.☆1,529Updated 6 months ago
- 周志华《机器学习》手推笔记☆3,666Updated 4 years ago
- 《机器学习实战》的python3源码☆1,318Updated 4 years ago
- My personal notes☆1,693Updated 2 years ago
- Awesome-pytorch-list 翻译工作进行中......☆1,766Updated 3 years ago
- exercise for nndl☆3,249Updated 8 months ago
- notes of machine learning algorithm derivation☆773Updated 5 years ago
- 机器学习初学者公众号作品☆2,227Updated 4 years ago
- 《神经网络与深度学习》课后习题答案-分享讨论☆744Updated 5 years ago
- 主要展示Datawhale的组队学习计划。☆2,246Updated 2 years ago
- 台湾大学李宏毅老师机器学习☆1,045Updated 5 years ago
- ☆5,149Updated 5 years ago
- 本仓库将PyTorch官方书籍《Deep learning with PyTorch》(基本摘录版)翻译成中文版并给出可运行的相关代码。☆1,162Updated 4 years ago
- ☆510Updated 3 years ago
- Exercises answers to the book "machine-learning" written by Zhou Zhihua。周志华《机器学习》课后习题,个人解答。各算法都拿numpy和pandas实现了一遍☆1,548Updated 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☆196Updated 2 years ago
- This is a note on matrix derivatives and described my own experience in detail. Hope you'll like it.☆557Updated 5 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☆4,424Updated 6 months ago
- Matplotlib中文教程,在线阅读地址:https://datawhalechina.github.io/fantastic-matplotlib/☆484Updated 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)☆669Updated 2 years ago