• 问答
  • 技术
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  • 资源
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

Books for Machine Learning, Deep Learning, and related topics

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下载地址:

链接: https://pan.baidu.com/s/1Nhv90Q6Vk9Z8MR9X1OukJg
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1. Machine Leaning and Deep Learning

机器学习,深度学习书籍和相关主题
如图:
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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]

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3. Math Books

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4. NLP Books

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5. Computer Vision (CV) Book

  1. Learning Image Processing with OpenCV-2015.pdf

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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]

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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]

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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]

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文章来源:loveunk GitHub

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