NOI-X/Books

My Books Resource about ML and other subjects. I will add books and papers regularly.

Books

My Books Resource: (Not all resources are listed here)

机器学习泛论(ML)

• Deep Learning.pdf:
  • Forked From: https://github.com/exacity/deeplearningbook-chinese
• 机器学习-周志华.pdf:
  • Author: 周志华
  • Forked From: https://pan.baidu.com/s/1hscnaQC
• 模式识别与机器学习(中文版).pdf:
  • Forked From: https://github.com/Owen864720655/E-book
• 人工智能-一种现代的方法(第3版).pdf:
  • Forked From: https://github.com/xlxing/personalLearn

计算机视觉(CV)

• Python计算机视觉编程.pdf:
  • Forked From: https://pan.baidu.com/s/1gdnj0Uv (kcj8)
• CNNBook.pdf:
  • Forked From: https://pan.baidu.com/s/1P0iKeKDcGPdiKikDXpXSSA

数学(Math)

• [UTX] Mathematical-Analysis-I.pdf
  • Contributor: Bill Xu
• [UTX] Mathematical-Analysis-II.pdf
• • Contributor: Bill Xu
• 数学之美.pdf
  • Forked From: https://github.com/Tongzhenguo/ebooks
• 陶哲轩实分析.pdf
  • Contributor: 陈宜义
  • Description: 《陶哲轩实分析》强调严格性和基础性, 书中的材料从源头——数系的结构及集合论开始, 然后引向分析的基础(极限、级数、连续、微分、Riemann积分等), 再进入幂级数、多元微分学以及Fourier分析, 最后到达Lebesgue积分, 这些材料几乎完全是以具体的实直线和欧几里得空间为背景的。
  • Forked From: https://pan.baidu.com/s/1NyOa8_XOi-AQEOya-kohHw (3drt)
• 统计学习方法-李航.pdf
  • Forked From: https://pan.baidu.com/s/1dF2b4jf

自然语言处理(NLP)

• Python自然语言处理中文版.pdf
  • Forked From: https://github.com/outerWorld/snail/tree/master/doc

彩蛋(EasterEgg)

• 女装入门到精通.pdf

Paper

• VGG16.pdf
  • Forked From: https://arxiv.org/abs/1409.1556

Other Web Resources

Book Repositories

• https://github.com/allmachinelearning/MachineLearning
• https://github.com/Tongzhenguo/ebooks
• https://github.com/Owen864720655/E-book
• https://github.com/xlxing/personalLearn
• https://github.com/outerWorld/snail/tree/master/doc

Useful On-line Tools

• https://webdemo.myscript.com/
  • Function: covert writing to Latex
• http://latex2png.com/
  • Function: convert Latex to .png
• https://cloudinary.com/users/login
  • Function: image bed
• https://blog.csdn.net/u014630987/article/details/70156489
  • Function: Latex helper cheat-sheet

Notice

The books are all copied down from the Internet. I do not own any of the books. If you would like to read the books, that's great! But please purchase a physical book to support the author. Also, if you want to contribute to the book list, please send merge requests. If you have any question, please open an Issue