forlife-socialism / ESL-The-Elements-of-Statistical-Learning

Note on The Elements of Statistical Learning written by Trevor Hastie, Robert Tibshirani and Jerome Friedman

ESL learning materials

Materials of The Elements of Statistical Learning written by Trevor Hastie, Robert Tibshirani and Jerome Friedman

For Chinese

这是有关《统计学习基础》，原书名The Elements of Statistical Learning的学习笔记，该书学习难度较高，有很棒的学者将其翻译成中文并放在自己的个人网站上，翻译质量非常高，并且该学者将其翻译内容的markdown文件公布在其GitHub上(GitHub链接在网页右上角），本repository中有关翻译的内容都是出自该学者的工作，个人解读部分和批注部分才是自己经过查阅资料和其他学者的学习笔记，结合个人理解总结成的内容。因本人从事机器学习与nlp相关研究，所以阅读笔记有所挑选并不覆盖该书全部内容。有错误之处恳请批评指正。 如果直接在GitHub上查看有公式无法显示，可下载后用typora打开。

笔记持续更新中~

For others

You can download the pdf files in this repository which contains keys to exercises and notes on the paragraphs in the book. These pdf files are collected from internets and are really helpful. Other files are about my notes on this book and are written in Chinese.