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