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Bits and bytes of Python from the Internet

3.3k stars672 forks386 entriesLast push Jul 4, 2023 (3 years ago)License Unlicense

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Beginner's Delight

Beginner's guide to Python

The Hitchhiker's guide to Python

Learn Python the hard way

Learn Python

In 2 lists

Google's Python class

Recommended

In 5 listsDetails

Python tracks at Codecademy

Python for Beginners

Intro to Python For Data Science

In 3 lists

Best way to learn python

Python Tips, tools and resources

Python Koans: Learn Python through TDD

Python Koans - Learn Python through TDD

In 2 lists

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

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

The Python IAQ: Infrequently Answered Questions

Python's objects and classes — a visual guide

Visualize your Python code being executed

Snakify - a tutorial with exercises and a visual debugger

In 2 lists

Learn programming with curated Python projects - DevProjects

In 2 lists

Resources for Women

Pyladies

International mentorship group with a focus on helping more women become active participants and leaders in the Python open-source community.

In 3 lists

Diversity in Python Community

Django Girls

Pystar

Geek Feminism Python Posts

Tarah Wheeler Van Vlack Videos

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

PEP 8 — the Style Guide for Python Code

Code Like a Pythonista: Idiomatic Python

Google Python Style Guide

is a style guide of dos and don’ts used in Google Python programs. Useful to set some guidelines on how you write code.

In 5 listsDetails

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

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

Advanced Uses of Python Decorators

Generators

Improve Your Python: 'yield' and Generators Explained

Generator Tricks for Systems Programmers

Delegating to a Subgenerator in Python 3

Generators Will Free Your Mind

Coroutines

A Curious Course on Coroutines and Concurrency

Iterators

Understanding Iterators and Iterables

For Loops and Iterators

Import

A Python Import Tutorial for Beginners

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

Unicode HOWTO

Networking

An intro to Python socket network programming

Metaclasses

A primer on python metaclasses

What is a metaclass in Python?

Improve Your Python: Metaclasses and Dynamic Classes With Type

Documentation

Documentation is King

Make your open source project documentation suck less

Python Documentation Network

Writing great documentation

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

Virtualenv Tips

Anaconda Primer

Exceptions

Writing and Using Custom Exceptions

Debugging

Debugging Tools in Python

Debugging Python Like a Boss

Debugging >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

setup.py tricks

Python Packaging: Quick Tutorial & Checklist

Deployment

Solid Python Deployments for Everybody

Deployment >Fabric

Using Fabric in a development environment

Capture output from parallel execution with Fabric

Deployment >Ansible

Example Ansible scripts for building a full AWS stack

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

Web >Frameworks

Django vs Flask vs Pyramid: Choosing a Python Web Framework

Flask Mega Tutorial Series

Designing a RESTful API with Python and 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

OAuth Authentication with Flask

Building a blog using Flask and AngularJS

A repository of Flask resources

Flask Python web framework resources and plugins.

In 3 listsDetails

Building a Movie Recommendation Service with Spark & Flask

Building a Kanban App with Flask and React

Explore Flask

Building a Twitter clone in Web2Py

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

Tango with Django

Django Screencasts

Django videos from basics to advanced. Covering 3rd party apps to core Django components.

In 2 lists

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

Detailed descriptions, with full methods and attributes, for each of Django's class-based generic views.

In 2 lists

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

A repository of must-watch videos about Django

Django Girls Tutorial

Use function-based views to build a blog app.

In 4 listsDetails

Mastering Django

Building a Wine Review & Recommendation Site with Django

Developing with Bottle- Part 1

Tornado official documentation

Performant web framework and asynchronous networking library.

In 2 lists

Fastest database for Tornado

Pyramid official documentation

How To Use the Pyramid Framework To Build Your Python Web App on Ubuntu

Building an AJAX Hello-World with Pyramid

Web >Web Servers

A Comparison of Web Servers for Python Based Web Applications

Setting Up a Rock Solid Python Development Web Server

Web >API and Web Services

How to access various web services in python

Glassdoor API

Web >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 Application in Kivy: Part 1

Google Glass >Resources

The official Python Quick Start for Google Glass

Google Glass >Libraries

Create python web applications for Google Glass

Image Processing

Python Image Library - Examples

Digital Image Basics

How to Watermark Images with Python

GUI Programming

Python.org GUI Overview Page

PyQt5 Tutorial

Standalone executable for PyQt4 on Windows

Kivy GUI for cross-platform applications

Rapid-development library for multi-touch and visual apps on many platforms. Implemented in Python. Expat.

In 3 lists

EffBot.org Introduction to Tkinter

Pytkgen: JSON to Tkinter GUI Generator

Intro to programming with Python and Tkinter

Tkinter Course - Create Graphic User Interfaces in Python Tutorial

Python - GUI Programming (Tkinter)

Creating GUI Programs Fast & Easy Tutorial

Game Development

Pygame Tutorial

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

An SQLAlchemy Cheatsheet

Data Mining

Linux system mining using Python

Data Analysis

Practical Data Science in Python

Document Clustering with Python

Data Science with Python & R: Data Frames

Data Science with Python & R: Exploratory Data Analysis

Data Science with Python & R: Sentiment Classification Using Linear Methods

Scientific Python Cheatsheet

Python Basics For Data Science

In 2 lists

SciPy Lecture Notes: One document to learn numerics, science, and data with Python

octocat: - Highly recommended tutorial, covers large parts of the scientific Python ecosystem.

In 2 lists

Machine Learning Algorithms with Python

Data Analysis >Pandas

A 10 min intro to Pandas

Pandas and Python: Top 10

Learn Pandas

Faster Data Processing in Python

Learn More About Pandas By Building and Using a Weighted Average Function

Data Visualization

How to Create Matplotlib Animations

How to Save Matplotlib Animations

How to Create Plotly Animations

How to Save Plotly Animations

How to Map Charts in Python

Deep Learning

Build your first Neural Network with Python and Keras

Building powerful image classification models using very little data

Python implementation of several famous Deep Learning papers

An intuitive neural net API inspired by Torch that runs atop Theano and Tensorflow.

In 2 lists

IPython Notebooks

A Gallery of Interesting IPython Notebooks

Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.

In 4 listsDetails

A collection of not-so-obvious Python stuff you should know!

Peter Norvig's Notebook Collection

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

Get Started with Python

A gallery of data science IPython notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

In 5 listsDetails

Jupyter Notebooks derived from Allen Downey's Think Bayes

Design Patterns

Python Best Practice Patterns by Vladimir Keleshev

28 Design Patterns in Python and Several Other Languages

Factory Pattern In Python

Wishful Coding in Python: a Problem Solving Philosophy

Design Patterns >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

Python 2 vs 3 >Porting to Python 3

Python 3 Wall of Superpowers(Packages)

How to support both Python 2 and 3

How CherryPy supports Python 2 and 3

Porting to Python 3 - The Book Site

Easy, clean, reliable Python 2/3 compatibility

Books >Free

Free Programming Books - Python

Freely available programming books

In 2 lists

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

🆓

In 2 lists

Python for you and me

Program Arcade Games With Python And Pygame

Interactive python-problem solving

In 2 lists

How to make mistakes in Python

Think Stats: Exploratory Data Analysis in Python

Books >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

Solve computational and mathematical problems using your programming skills.

In 3 lists

Interactive, test-driven Python coding challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

In 5 listsDetails

Discussions

What's your favorite programming language?

What is your primary programming language?

StackOverflow - Python beyond the basics

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

Type Hints - Guido van Rossum - PyCon 2015

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 3 version

Python Programming Tutorials

Must-watch videos about Python by s16h

by @s16h – Must-watch videos about Python.

In 2 lists

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

In 2 lists

Geany with pylint

PyDev

Ninja-IDE

Emacs setup for python development environment

Emacs for python

Python Anywhere

In 2 lists

PythonBuddy

ExtendsClass

BigData

Mind map of Python for Big Data

Curated Python resources from other websites

Python Resources (All) - Codesters.org

Learn Python Online

Programming Community Curated Python Tutorials & Courses

Classpert: Find and compare online courses from multiple providers

Newsletters

Pycoder's

Python Weekly

Podcasts

Podcast._init_

Talk Python To Me

Description: Talk Python to Me is a weekly podcast hosted by Michael Kennedy. The show covers a wide array of Python topics as well as many related topics (e.g. MongoDB, AngularJS, DevOps).; Host: Michael Kennedy @mkennedy; Frequency: Once a week; Runtime: 35 - 80 mins, regularly ~55 mins

In 5 listsDetails

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

A list of free programming books.

In 2 lists

Python tutor

this website helps understanding what happens as the computer runs each line of code. It can be used to run for running Python, Java, C, C++, JavaScript, and Ruby code in a web browser and see its execution visualized step by step.

In 3 lists

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!

Difference Between 2 Images: Pixel Level Scanning

See category
94

Awesome Rust

rust-unofficial/awesome-rust

A curated list of Rust code and resources.

Fresh★ 60k1833 entriesPushed today
94

Awesome Mac

jaywcjlove/awesome-mac

 This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

Fresh★ 115k1316 entriesPushed today
94

Awesome Python

vinta/awesome-python

The definitive list that answers "I want to do X in Python, which tool should I use?"

Fresh★ 324k504 entriesPushed today
94

Awesome C++

fffaraz/awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

Fresh★ 74k1358 entriesPushed yesterday
94

Awesome Go

avelino/awesome-go

A curated list of awesome Go frameworks, libraries and software

Fresh★ 186k3119 entriesPushed yesterday
94

Awesome PHP

ziadoz/awesome-php

A curated list of amazingly awesome PHP libraries, resources and shiny things.

Fresh★ 33k87 entriesPushed 2 days ago