Python

https://www.python.org/

Resources

Articles

• A Neural Network in 11 lines of Python - Andrew Trask

  • Part 1

  • Part 2 - Gradient Descent

• A practical introduction to Functional Programming for Python coders - Sachin Joglekar

• Async Python: The Different Forms of Concurrency - Abu Ashraf Masnun

• AsyncIO for the Working Python Developer - Yeray Diaz

• CLI tools hidden in the Python standard library - Simon Willison (Hacker News thread)

• Comprehensive Python Cheatsheet - Jure Šorn

• Escaping the PyJail - Ludovic Barman

• Grok the GIL: How to write fast and thread-safe Python - A. Jesse Jiryu Davis

• How Python Asyncio Works: Recreating it from Scratch - Jacob Padilla

• How to recover lost Python source code if it's still resident in-memory - Simon Willison

• How To Write A Spelling Corrector - Peter Norvig

• Linear Programming with Python and PuLP - Ben Alex Keen

• List of Jupyter Notebooks - Peter Norvig

• Not-so-casual Performance Optimization in Python - Nathan Thomas

• Profile a section of code with cProfile - Adam Johnson

• Python 201: A multiprocessing tutorial - Mike Driscoll

• Python behind the scenes - Victor Skvortsov

• Python Classes, namedtuples and __slots__ - Mauro de Carvalho

• Python Packaging Is Good Now - Glyph Lefkowitz (Reddit thread)

• Summary of Major Changes Between Python Versions - Nicholas Hairs

• The Design & Implementation of the CPython Virtual Machine - Abhinav Upadhyay

• The Five Kinds of Python Functions - Steven F. Lott

• The Flask Mega-Tutorial - Miguel Grinberg

• The Meaning of Underscores in Python - Dan Bader

• Things I’ve learned about building CLI tools in Python - Simon Willison

• Threaded Asynchronous Magic and How to Wield It - Cristian Medina

• Understanding all of Python, through its builtins - Tushar Sadhwani

• Understanding Python Decorators in 12 Easy Steps! - Simeon Franklin

• Unicode in Python, Completely Demystified - Kumar McMiIlan

• Weird Python "Features" That Might Catch You By Surprise - Martin Heinz

• When is Cheryl's Birthday? - Peter Norvig

• Writing a 6502 emulator in Python - Dailystuff on the Internet

Books

• Effective Python - Brett Slatkin

• Fluent Python - Luciano Ramalho

• Intuitive Python - David Muller

• Practical Python Projects Book - Yasoob Khalid

• Practices of the Python Pro - Dane Hillard

• Python Distilled - David M. Beazley

• Serious Python - Julien Danjou

• Slither Into Python

• The Little Book of Python Anti-Patterns

• Think Python: How to Think Like a Computer Scientist - Allen B. Downey

  • Second Edition - version 2.4.0

  • Third Edition

Courses

• Advanced Python Mastery - David Beazley

• Practical Python Programming - David Beazley

GitHub repositories

• 30 Days of Python

• Awesome asyncio

• Awesome Functional Python

• Awesome Python

• Awesome Python Books

• Awesome Python Decorator

• Awesome Python Talks

• decompyle3 - Python decompiler

• Free Python Books

• PyCrumbs

• Python Education

• Python GitHub Projects

• Python Koans - Learn Python through TDD

• Python Quick Tips

• Python Tips

• Python Wats

• Pytudes - Peter Norvig

• uncompyle6 - Python decompiler

Hacker News threads

• Which book would you recommend for learning Python in detail?

Images

Interpreters

• CPython

• Cython - C Extensions for Python

• IronPython - Python for .NET

• Jython - Python for the Java Virtual Machine

• LPython - High performance typed Python compiler

Libraries

• Arcade - game development

• bandit - security issue scanner

• CustomTkinter - UI library based on Tkinter

• Dear PyGui - GUI toolkit built with Dear ImGui

• docopt - command-line interface description language

• Flet - web-based UI powered by Flutter

• Loguru - Python logging made (stupidly) simple

• MkDocs - project documentation with Markdown

• NiceGUI - web-based UI

• Nuitka - Python to executable compiler

• peewee - simple and small ORM

• Poetry - dependency management and packaging

• py2wasm - Python to Wasm compiler

  • Announcing py2wasm: A Python to Wasm compiler - Syrus Akbary, Wasmer

• pydantic - data validation

• PySide6 - Qt for Python

• Pyxel - A retro game engine for Python

• ReactPy - It's React, but in Python

• Sanic - async web server/framework

• Sphinx - documentation generator

• Streamlit - web-based UI

• vprof - visual profiler

• wxPython - GUI toolkit for Python

• Z3 - theorem prover

Tools

• pyupgrade

• Ruff - linter

• uv - package installer and resolver

Videos

• An Introduction to Property Based Testing - Alex Chan

• Building native Rust modules for Python - Arthur Pastel

• Combining Rust and Python: The Best of Both Worlds? - ArjanCodes

• Generators, coroutines and nanoservices - Reuven M. Lerner

• Python Library Development - Vitor Baptista

• PyVideo.org

• Rusty Python - Robin Raymond

• So you think you can PDB? - Clayton Parker

• What is a Coroutine Anyway? - John Reese

Websites

• Dis This - Online Python disassembler

• Full Stack Python

• futuecoder - learn python from scratch

• New Coder

• Practical Python Programming - David Beazley

• PyFlo - The beginners guide to becoming a Python programmer

• Pysheeet

• Python 3 Module of the Week

• Python API Checklist

• Python Books

• Python Tutor - Visualize code execution

• Python Type Challenges (GitHub)

• Real Python