python资源汇总

转载自 https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md

Contents

• Beginner's Delight
• Why Python?
• Style Guide and Idioms
• Dictionary
• Decorators
• Generators
• Coroutines
• Iterators
• Yield
• Context Managers
• Unicode
• Networking
• Metaclasses
• Documentation
  • Sphinx
• Debugging
  • Logging
• Testing
• Environments and Environment Management
• Profiling
• Packaging
• Deployment
  • Fabric
• Warts and Gotchas
• Web
  • Frameworks
    • Flask
    • Web2Py
    • Django
    • Bottle
    • Tornado
  • Web Servers
  • API and Web Services
  • Scraping
• Mobile Development
  • Kivy
• Google Glass
  • Resources
  • Libraries
• GUI Programming
• Android
  • SL4A
• WSGI
• Databases
  • SQLAlchemy
• Data Mining
• Data Analysis
  • Pandas
• IPython Notebooks
• Design Patterns
  • Concurrency Patterns
• Concurrency and Distributed Systems
• Functional Programming
• Python 2 vs Python 3
  • Porting to Python 3
• Books
  • Free
  • Paid
• Online Courses and Challenges
• Discussions
• Conferences and Events
• Videos
• Editors and IDE's for Python programming
• Big Data
• Curated Python resources from other websites
• Newsletters
• Miscellaneous

Beginner's Delight

• Beginner's guide to Python
• The Hitchhiker's guide to Python
• Learn Python the hard way
• Learn Python
• 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
• Python tools and software
• Facts and myths about Python names and values
• *args and **kwargs in python explained
• In Python, it’s all about the attributes
• Common newbie mistakes in Python- Part 1
• Common newbie mistakes in Python- Part 2
• PySchools
• Some cool Python Tricks
• if x and if x is not None
• 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
• Tutorialspoint python tutorial
• Python Importing
• Python's super() considered super!
• No Naked Excepts
• Supercharge Your Python Developers
• Anti-Patterns in Python Programming

Why Python?

• Python Success Stories
• Why Python - Slideshare
• 5 Reasons Why You Should Learn Python Programming
• 10 Reasons Python Rocks for Research (And a Few Reasons it Doesn’t)
• Why such popularity with Python?
• Why was Python's popularity so sudden?
• Why Python?
• How Python became the language of choice for data science

Style Guide and Idioms

• PEP 8 - Style Guide for Python Code
• Code Like a Pythonista: Idiomatic Python
• Google Python Style Guide
• Python Idioms and Efficiency
• How not to write Python code
• Docstring Conventions

Dictionary

• Python hash, id and dictionary order
• Notes on dictionary implementation
• Python: The Dictionary Playbook

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?
• The Python Decorator Library
• Improve Your Python: Decorators Explained
• Painless Decorators

Generators

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

Coroutines

• A Curious Course on Coroutines and Concurrency

Iterators

• Understanding Iterators and Iterables

Yield

• Python yield keyword explained

Context Managers

• Understanding Python's with statement
• The Python "with" Statement by Example

Unicode

• Explain Unicode like I'm five years old
• Unicode Pain
• Python encodings and Unicode
• The Updated Guide to Unicode on Python
• More About Unicode in Python 2 and 3
• Unicode in Python: Common Pitfalls

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
• Improve Your Python: Metaclasses and Dynamic Classes With Type
• Metaprogramming in Python

Documentation

• Documentation is King
• Make your open source project documentation suck less
• Python Documentation Network
• Writing great documentation

Sphinx

• Quick Sphinx documentation for Python

Environments and Environment Management

• Virtualenv - The official documentation
• Virtual Environments — The Hitchhiker's Guide to Python
• Virtualenv Tutorial
• A Primer on virtualenv
• How to use Python virtualenv
• Making Virtualenv play nice with Git
• Extension to Virtualenv
• VirtualEnv Burrito = virtualenv + virtualenvwrapper

Debugging

• Debugging Tools in Python
• Debugging Python Like a Boss

Logging

• Sentry - realtime event logging and aggregation platform

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
• Improve Your Python: Understanding Unit Testing
• An Introduction to Mocking in Python
• Python Mock Library Comparison

Profiling

• A guide to analyzing Python performance
• Profiling Python Like a Boss

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
• Unofficial Windows Binaries for Python Extension Packages
• Py2app: Standalone Mac OS X applications
• PyInstaller: Stand-alone executables, under Windows, Linux, Mac OS X, Solaris and AIX

Deployment

• Solid Python Deployments for Everybody

Fabric

• Using Fabric in a development environment
• Capture output from parallel execution with Fabric

Warts and Gotchas

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

Web

• Python and Realtime Web
• A Python guide to handling HTTP request failures

Frameworks

• Django vs Flask vs Pyramid: Choosing a Python Web Framework

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
• How to Build an API with Python and Flask
• Create a Simple Music Streaming App with Flask
• Adding full-text search to the flask note-taking app
• Kickstarting Flask on Ubuntu - Setup and Deployment

Web2Py

• Building a Twitter clone in Web2Py

Django

• The official Django documentation
• Getting started with Django
• Starting a Django 1.6 Project the Right Way
• Building a hacker news clone in Django
• Djen of Django
• Deploying Django
• Django by Example
• Django From the Ground Up (video tutorials)
• Tango with Django
• Django Screencasts
• Let’s TDD a Simple App in Django
• Django runserver and stunnel for testing HTTPS
• Scaling database with Django and HAProxy
• Classy Class-Based Views
• Django models, encapsulation and data integrity
• 11 Things I Wish I Knew About Django Development Before I Started My Company
• Build a Shopify App in 15 minutes with Django

Bottle

• Developing with Bottle- Part 1

Tornado

• Tornado official documentation
• Fastest database for Tornado

Web Servers

• A Comparison of Web Servers for Python Based Web Applications
• Setting Up a Rock Solid Python Development Web Server

API and Web Services

• How to access various web services in python
• Python API for various web services
• Glassdoor API

Scraping

• Web Scraping with BeautifulSoup
• Web Scraping 101 with Python
• Web Scraping with Scrapy Framework
• 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

• Python Image Library - Examples

GUI Programming

• Python.org GUI Overview Page
• PyQt Tutorial
• Standalone executable for PyQt4 on Windows
• Kivy GUI for cross-platform applications
• EffBot.org Introduction to Tkinter
• Pytkgen: JSON to Tkinter GUI Generator
• Intro to programming with Python and Tkinter

Android

SL4A

• Making the Physics Gizmo app for Android using SL4A

WSGI

• Getting started with WSGI
• WSGI Basics

Databases

SQLAlchemy

• SQLAlchemy
• SQLAlchemy and you
• Essential SQLAlchemy Tips and Techniques
• 10 common stumbling blocks for SQLAlchemy newbies

Data Mining

• Linux system mining using Python

Data Analysis

Pandas

• A 10 min intro to Pandas
• Pandas and Python: Top 10
• Learn Pandas
• Faster Data Processing in Python

IPython Notebooks

• A Gallery of Interesting IPython Notebooks
• A collection of not-so-obvious Python stuff you should know!
• Statistical Natural Language Processing in Python | How To Do Things With Words. And Counters.
• Analysis of World Bank Fertility Rate Data With Statsmodels PCA
• Modeling the Last Flight of MH370 with a Markov Chain Monte Carlo Method
• Differential Equations in Data Science
• Stegotons: solitary waves arising in non-dispersive periodic media
• The Traveling Salesperson Problem
• Scientific Computing with Python
• Gaussian Blur
• Understanding the FFT Algorithm
• lifelines: Survival Analysis in Python
• Economics Simulation
• An Introduction to Bayesian Methods for Multilevel Modeling
• The Floods of the Nile
• Animal Foraging and the Evolution of Goal-Directed Cognition
• Wikipedia data scraping functions
• Python for Geosciences
• Media Signal Processing
  • Digital Filters
  • Image Filtering
  • Audio Features
  • Feature Detection and Matching for Images
  • Gestures

Design Patterns

• Python Best Practice Patterns by Vladimir Keleshev
• 28 Design Patterns in Python and Several Other Languages
• Factory Pattern In Python

Concurrency Patterns

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

Concurrency and Distributed Systems

• Gevent and ZeroMQ
• Celery: Distributed Task Queue
• Gevent for the working Python developer

Functional Programming

• Recursion Explained with the Flood Fill Algorithm
• Functional Programming in Python

Python 2 vs 3

• Python 2 or 3 ?
• Python 3 Q & A
• About Python 3
• Let’s talk about Python 3.0
• Pros and Cons about Python 3

Porting to Python 3

• How to support both Python 2 and 3
• How CherryPy supports Python 2 and 3
• Porting to Python 3 - The Book Site

Books

Free

• Free Programming Books - Python
• Python Programming - Free Computer Books
• 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
• Python for you and me
• Program Arcade Games With Python And Pygame

Paid

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

Online Courses and Challenges

• A Gentle Introduction to Programming Using Python
• Python Challenges
• Project Euler

Discussions

• What's your favorite programming language?
• What is your primary programming language?
• 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
• What are some "must-watch" Python videos ?
• Lanyrd - Python Videos
• Python Videos, Tutorials and Screencasts at ShowMeDo
• Talks by Brandon Rhodes
• A Billion Rows per Second: Metaprogramming Python for Big Data
• The newboston site tutorial
• Python Programming Tutorials

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
• Geany
• Geany with pylint
• PyDev
• Ninja-IDE
• Emacs setup for python development environment
• Emacs for python

BigData

• Mind map of Python for Big Data

Curated Python resources from other websites

• Python Resources (All) - Codesters.org

Newsletters

• Pycoder's
• Python Weekly

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
• Developer Tools in Python
• The Best of Python in 2013
• Top Projects of 2013
• Advanced Regular Expression Tips and Techniques
• Advanced Data Structures in Python
• 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
• Python module of the week
• Become a programmer
• Python tutor
• Best developer blogs about python - Quora
• Python blogs -Stackoverflow
• Abstracting Control Flow
• Python Algorithm Visualizations done in Python running in the browser
• Solving Every Sudoku Puzzle
• IHeartPy!