项目作者: Junnplus
项目描述 :
:books: Directory of Python books
高级语言:
项目地址: git://github.com/Junnplus/awesome-python-books.git
Awesome Python Books 
Directory of Python books
Table of Contents
Grammar
Zero Basis
Primary
Advanced
- Mastering Python High Performance by Fernando Doglio English Edition
- High Performance Python: Practical Performant Programming for Humans by Micha Gorelick English Edition
- Cython - A Guide for Python Programmers by Kurt W. Smith English Edition
- CPython Internals: Your Guide to the Python 3 Interpreter by Anthony Shaw English Edition
References
Data Structures and Algorithms
- Classic Computer Science Problems in Python by David Kopec English Edition
- Data Structures and Algorithms in Python by Michael T. Goodrich & Roberto Tamassia & Michael H. Goldwasser English Edition
- Problem Solving with Algorithms and Data Structures Using Python by Bradley N. Miller & David L. Ranum English 2nd Edition
- Python Algorithms: Mastering Basic Algorithms in the Python Language by Magnus Lie Hetland English 2nd Edition
Complexity Science
- Think Complexity: Complexity Science and Computational Modeling by Allen B. Downey English Edition
Game Development
Hardware
- Real World Instrumentation with Python: Automated Data Acquisition and Control Systems by John M. Hughes English Edition
Machine Learning
Deep Learning
- Practical Deep Learning Book for Cloud, Mobile & Edge: Real-World AI and Computer Vision Projects Using Python, Keras and TensorFlow by Anirudh Koul, Siddha Ganju, & Meher Kasam [English 1st Edition | Online | GitHub]
- Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD by Jeremy Howard & Sylvain Gugger English 1st Edition
- Deep Learning by Ian Goodfellow, Yoshua Bengio, Aaron Courville & Francis Bach English 1st Edition
Natural Language Processing
- Mastering Python Regular Expressions by Felix Lopez & Victor Romero English Edition
- Natural Language Processing with Python by Steven Bird & Ewan Klein & Edward Loper English Edition
Network
Science and Data Analysis
Security
- Black Hat Python: Python Programming for Hackers and Pentesters by Justin Seitz English Edition
- Gray Hat Python: Python Programming for Hackers and Reverse Engineers by Justin Seitz English Edition
- Violent Python: A Cookbook for Hackers, Forensic Analysts, Penetration Testers and Security Engineers by TJ O’Connor English Edition
SQL and ORMs
System Administration
- Python for Unix and Linux System Administration by Noah Gift & Jeremy Jones English Edition
Testing
- Testing Python: Applying Unit Testing, TDD, BDD and Acceptance Testing by David Sale English Edition
Web Development
Web Scraping
- Web Scraping with Python: A Comprehensive Guide to Data Collection Solutions by Ryan Mitchell English Edition
Other Awesome Lists