电子书《机器学习、深度学习、NLP、CV 》等多领域相关技术书籍合辑(建议收藏)

书籍教程 sophie ⋅ 于 2个月前 ⋅ 690 阅读

Books for Machine Learning, Deep Learning, and related topics

file

下载地址:

链接: https://pan.baidu.com/s/15YGn2l34JCo6M9_CAJDdiA 提示:此内容登录后可查看


1. Machine Leaning and Deep Learning

机器学习,深度学习书籍和相关主题
如图:
file
file

2. Python Books

  1. [Learn Python The Hard Way 3rd Edition-2014.pdf]
  2. [Learning PySpark-2017.pdf]
  3. [Python Data Analytics-2015.pdf]
  4. [SciPy and NumPy-2012.pdf]
  5. [Scipy Lecture Notes-2015.pdf]
  6. [Understanding GIL-2010.pdf]

file


3. Math Books

file


4. NLP Books

file


5. Computer Vision (CV) Book

  1. Learning Image Processing with OpenCV-2015.pdf

file


6. Reinforcement Learning Books

  1. [An Introduction to Deep Reinforcement Learning-2018.pdf]
  2. [Dissecting Reinforcement Learning-2016]
  3. [Reinforce Learning-An introduction, 2nd edition-2018.pdf]

file


7. Speech Processing

  1. [Automatic Speech Recognition-解析深度学习语音识别实践-中文-2016.pdf]
  2. [Automatic Speech Recognition_A Deep Learning Approach-2015.pdf]
  3. [Spoken Language Processing-2001.pdf]
  4. [离散时间信号处理_第3版_中文-2015.pdf]
  5. [离散时间语音信号处理:原理与应用-中文-2004.pdf]

file


cheatsheets

  1. [bokeh-cheatsheet.pdf]
  2. [cheatsheet-deep-learning.pdf]
  3. [cheatsheet-machine-learning-tips-and-tricks.pdf]
  4. [cheatsheet-supervised-learning.pdf]
  5. [cheatsheet-unsupervised-learning.pdf]
  6. [keras-cheatsheet.pdf]
  7. [linearAlgebra-cheatsheet.pdf]
  8. [matplotlib-cheatsheet.pdf]
  9. [notebook-cheatsheet.pdf]
  10. [numpy-cheatsheet.pdf]
  11. [pandas-cheatsheet.pdf]
  12. [refresher-algebra-calculus.pdf]
  13. [refresher-probabilities-statistics.pdf]
  14. [super-cheatsheet-machine-learning.pdf]

file


下载地址:

链接: https://pan.baidu.com/s/15YGn2l34JCo6M9_CAJDdiA 提示:此内容登录后可查看


文章来源:loveunk GitHub

微信公众号: 极市平台(ID: extrememart )
每天推送最新CV干货

回复数量: 0
暂无回复~
您需要登陆以后才能留下评论!