转载：据说是学习python最全的资料

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　　原文地址：https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md

　　

Contents

• Beginner's Delight
  
• Style Guide and Idioms
  
• Dictionary
  
• Decorators
  
• Generators
  
• Iterators
  
• Yield
  
• Context Managers
  
• Unicode
  
• Networking
  
• Metaclasses
  
• Documentation
  
  
  
  • Sphinx
    
  
  
• Debugging
  
• Testing
  
• Profiling
  
• Packaging
  
• Deployment
  
  
  
  • Fabric
    
  
  
• Warts and Gotchas
  
• Web
  
  
  
  • Frameworks
    
    
    
    • Flask
      
    • Web2Py
      
    • Django
      
    • Bottle
      
    
    
  • API and Web Services
    
  • Scraping
    
  
  
• Mobile Development
  
  
  
  • Kivy
    
  
  
• Google Glass
  
  
  
  • Resources
    
  • Libraries
    
  
  
• GUI Programming
  
• WSGI
  
• Databases
  
  
  
  • SQLAlchemy
    
  
  
• Data Mining
  
• Data Analysis
  
  
  
  • Pandas
    
  
  
• Design Patterns
  
  
  
  • Concurrency Patterns
    
  
  
• Distributed Systems
  
• Python 2 vs Python 3
  
• Books
  
  
  
  • Free
    
  • Paid
    
  
  
• Discussions
  
• Conferences and Events
  
• Videos
  
• Editors and IDE's for Python programming
  
• Big Data
  
• Curated Python resources from other websites
  
• Miscellaneous
  

Beginner's Delight

• Beginner's guide to Python
  
• The Hitchhiker's guide to Python
  
• Learn Python the hard way
  
• Google's Python class
  
• Python tracks at Codecademy
  
• Python Monk
  
• Python for Beginners
  
• Best way to learn python
  
• Python Tips, tools and resources
  
• Python Koans: Learn Python through TDD
  
• LearnStreet Python course
  
• Beginner projects for a python newbie
  
• Learn X in Y minutes - Python
  
• Python Practice book
  
• Facts and myths about Python names and values
  
• *args and **kwargs in python explained
  
• Common newbie mistakes in Python- Part 1
  
• Common newbie mistakes in Python- Part 2
  
• PySchools
  
• Some cool Python Tricks
  
• http://blog.amir.rachum.com/post/30176371115/you-cant-handle-the-truth
  
• Better Python APIs
  
• Declaring dependencies in Python
  
• Storing and Loading Data with JSON - Serialization/deserialization
  
• A Guide to Python's Magic Methods
  
• Efficient String Concatenation in Python
  
• Be Pythonic:init.py
  
• Building an open-source Python application the right way
  
• Python progression path - From apprentice to guru
  

Style Guide and Idioms

• PEP 8 - Style Guide for Python Code
  
• Code Like a Pythonista: Idiomatic Python
  

Dictionary

• Python hash, id and dictionary order
  
• Notes on dictionary implementation
  

Decorators

• Understanding Python Decorators in 12 easy steps
  
• Common uses of Python decorators - Quora
  
• Common uses of Python decorators - Stack Overflow
  
• Python Decorators
  
• Decorators I: Introduction to Python Decorators
  
• Decorators and annotations
  
• The dark side of decorators
  
• Thinking out aloud: Python decorators
  
• Using Python decorators for registering callbacks
  
• Meta-matters: Using decorators for better Python programming
  
• How can I make a chain of function decorators in Python?
  

Generators

• Generator Tricks for Systems Programmers
  
• Delegating to a Subgenerator in Python 3
  

Iterators

• Understanding Iterators and Iterables
  

Yield

• Python yield keyword explained
  

Context Managers

• Understanding Python's with statement
  

Unicode

• Explain Unicode like I'm five years old
  
• Unicode Pain
  
• Python encodings and Unicode
  
• The Updated Guide to Unicode on Python
  

Networking

• An intro to Python socket network programming
  

Metaclasses

• A primer on python metaclasses
  
• What is a metaclass in Python ?
  
• Yet Another Python Metaclass tutorial
  

Documentation

• Documentation is King
  
• Make your open source project documentation suck less
  

Sphinx

• Quick Sphinx documentation for Python
  

Debugging

• Debugging Tools in Python
  

Testing

• Nose Introduction
  
• Unittest Introduction
  
• How To Use Coverage.py With Unittest
  
• An Extended Introduction to the nose Unit Testing Framework
  
• Test strategies for your Python projects
  

Profiling

• A guide to analyzing Python performance
  

Packaging

• The Hitchhiker’s Guide to Packaging
  
• Sharing Your Labor of Love: PyPI Quick And Dirty
  
• Open Sourcing a Python Project the Right Way
  
• 5 tips for packaging your Python projects
  
• AOSA: Python Packaging
  
• The Package Dependency Blues
  
• 5 Simple Rules For Building Great Python Packages
  

Deployment

• Solid Python Deployments for Everybody
  

Fabric

• Using Fabric in a development environment
  

Warts and Gotchas

• Python 2.x gotcha's and landmines
  
• Python Warts
  
• Python Gotchas
  
• Common Pitfalls in Python
  

Web

• Python and Realtime Web
  
• List of Python API’s
  

Frameworks
Flask

• Flask Mega Tutorial Series
  
• Designing a RESTful API with Python and Flask
  
• Building websites in Python with Flask
  
• How I structure my Flask apps
  
• Designing a RESTful API using Flask-RESTful
  
• Rapid Web Prototyping with Lightweight Tools
  
• Build a Simple, Static, Markdown-Powered Blog with Flask
  

Web2Py

• Building a Twitter clone in Web2Py
  

Django

• The official Django documentation
  
• Getting started with Django
  
• Building a hacker news clone in Django
  
• Django Architecture: The good, bad and ugly
  
• Djen of Django
  
• Deploying Django
  
• http://www.lightbird.net/dbe/
  
• http://showmedo.com/videotutorials/series?name=PPN7NA155
  

Bottle

• Developing with Bottle- Part 1
  

API and Web Services

• How to access various web services in python
  

Scraping

• Web Scraping with BeautifulSoup
  
• Web Scraping 101 with Python
  
• How to automatically search and download torrents with Python and Scrapy
  

Mobile Development
Kivy

• Creating an app in Kivy
  

Google Glass
Resources

• The official Python Quick Start for Google Glass
  

Libraries
glass.py

• Create python web applications for Google Glass
  

Image Processing

• http://www.riisen.dk/dop/pil.html
  

GUI Programming

• PyQt Tutorial
  

WSGI

• Getting started with WSGI
  
• WSGI Basics
  

Databases
SQLAlchemy

• http://www.aosabook.org/en/sqlalchemy.html
  
• http://lucumr.pocoo.org/2011/7/19/sqlachemy-and-you/
  

Data Mining

• Linux system mining using Python
  

Data Analysis
Pandas

• A 10 min intro to Pandas
  
• http://manishamde.github.io/blog/2013/03/07/pandas-and-python-top-10/
  
• Learn Pandas
  

Design Patterns

• Python Best Practice Patterns by Vladimir Keleshev
  

Concurrency Patterns

• Wasps Nest Pattern
  
• Wasp's Nest: The Read-Copy-Update Pattern In Python
  

Distributed Systems

• Gevent and ZeroMQ
  
• Celery: Distributed Task Queue
  

Python 2 vs 3

• Python 2 or 3 ?
  

Books
Free

• Some free books on Python
  
• Invent with Python
  
• Think Python
  
• Byte of Python
  
• Snake Wrangling for Kids
  
• Data Structures and Algorithms with Object-Oriented Design Patterns in Python
  
• Python programming on wikibooks
  
• Dive Into Python 3
  
• Programming Computer Vision with Python
  

Paid

• Some list of paid books on python
  
• Porting to Python 3 - The Book Site
  

Discussions

• https://news.ycombinator.com/item?id=3746692
  
• https://news.ycombinator.com/item?id=5944863
  
• StackOverflow - Python beyond the basics
  
• StackOverflow - Python progression path from apprentice to guru
  
• StackOverflow - Zen of Python
  
• StackOverflow - Hidden Features of Python
  

Conferences and events

• Official PyCon website
  
• Lanyrd - Python Conference and Events
  
• Meetup.com - Python Meetup Groups
  

Videos

• Guido Van Rossum on the history of Python
  
• PyVideo
  
• Khan Academy - Introduction to programming and computer science using Python
  
• Lanyrd - Python Videos
  
• Python Videos, Tutorials and Screencasts at ShowMeDo
  
• Talks by Brandon Rhodes
  

Editors and IDE's for Python programming

• Setting up Sublime Text for Python Development
  
• Sublime Text 2 Love by Kenneth Reitz
  
• Sublime Text 2 tips for Python and web developers
  
• PyCharm
  

BigData

• Mind map of Python for Big Data
  

Curated Python resources from other websites

• Python Resources (All) - Codesters.org
  

Miscellaneous

• Good to great Python reads
  
• How to Create Barcodes in Your PDFs with Python
  
• What are some good Python interview questions ?
  
• Python innards introduction
  
• Projects - A list of practical projects
  
• More Python Tutorials
  
• Simple Sudoku solver in python
  
• Looking Inside Dropbox – Security whitepaper
  
• Why sorting an array makes a Python loop faster
  
• Python Integer object implementation
  
• The history of Python - Blog
  
• The ever useful and neat subprocess module
  
• Hidden Features in Python