Books for Machine Learning, Deep Learning, and related topics
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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:
2. Python Books
- [Learn Python The Hard Way 3rd Edition-2014.pdf]
- [Learning PySpark-2017.pdf]
- [Python Data Analytics-2015.pdf]
- [SciPy and NumPy-2012.pdf]
- [Scipy Lecture Notes-2015.pdf]
- [Understanding GIL-2010.pdf]
3. Math Books
4. NLP Books
5. Computer Vision (CV) Book
6. Reinforcement Learning Books
- [An Introduction to Deep Reinforcement Learning-2018.pdf]
- [Dissecting Reinforcement Learning-2016]
- [Reinforce Learning-An introduction, 2nd edition-2018.pdf]
7. Speech Processing
- [Automatic Speech Recognition-解析深度学习语音识别实践-中文-2016.pdf]
- [Automatic Speech Recognition_A Deep Learning Approach-2015.pdf]
- [Spoken Language Processing-2001.pdf]
- [离散时间信号处理_第3版_中文-2015.pdf]
- [离散时间语音信号处理:原理与应用-中文-2004.pdf]
cheatsheets
- [bokeh-cheatsheet.pdf]
- [cheatsheet-deep-learning.pdf]
- [cheatsheet-machine-learning-tips-and-tricks.pdf]
- [cheatsheet-supervised-learning.pdf]
- [cheatsheet-unsupervised-learning.pdf]
- [keras-cheatsheet.pdf]
- [linearAlgebra-cheatsheet.pdf]
- [matplotlib-cheatsheet.pdf]
- [notebook-cheatsheet.pdf]
- [numpy-cheatsheet.pdf]
- [pandas-cheatsheet.pdf]
- [refresher-algebra-calculus.pdf]
- [refresher-probabilities-statistics.pdf]
- [super-cheatsheet-machine-learning.pdf]
文章来源:loveunk GitHub
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