awesome-python-in-education-zh

Python在教育方面的资源列表
https://github.com/wwj718/awesome-python-in-education-zh

Last synced: 6 days ago
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书籍
- Coding Club books
- Invent with Python series
- Manning Publications
  - Hello! Python
  - Hello World! 2nd ed. Computer Programming for Kids and Other Beginners
  - Hello Raspberry Pi! - Python programming for kids and other beginners.
  - The Quick Python Book, Third Edition
  - Grokking Algorithms - An illustrated guide for programmers and other curious people.
- No Starch Press
  - Python Playground. Geeky Projects for the Curious Programmer
  - Teach Your Kids to Code
- O'Reilly
- Packt Pub
- 调试器
会议与视频
- 调试器
  - A one-day mini-conference about Python in Education
  - Python Programming in one video - [Learn to Program with Python](https://www.youtube.com/playlist?list=PLGLfVvz_LVvTn3cK5e6LjhgGiSeVlIRwt) Derek Banas playlist
  - CPython internals: A ten-hour codewalk through the Python interpreter source code
  - TheNewBoston Python 3 videotutorials - also [Flask](https://thenewboston.com/videos.php?cat=362) and others
  - Weekly Python Chat - 每周一起的线上视频交流，关于python/技术/开源
  - PyCon Australia 2015 Education Miniconf
  - Khan Academy Computer Science (Python video playlist)
  - Python For Informatics
  - Python for Everybody - Exploring Information
  - Dan Bader's youtube channel
  - Programming Foundations with Python
  - Python Basics - Coding is for girls
  - Python For Beginners - Learn To Code Tutorials
  - Build applications in Python the antitextbook
  - Python for Data Analysis - Pandas Cookbook
  - Python for Everybody - Exploring Information
参考和论坛
- Python在教育中的适用性
  - CP4E
  - Python in Education: Teach, Learn, Program - 关于Python为何非常适合教育的免费电子书
  - 'Think Python like a Computer Scientist' book Foreword
  - Why Python is a Great First Language
  - Why Python is a great language for teaching beginners in introductory programming classes
  - Why Learn Python? Here Are 8 Data-Driven Reasons
  - [Level 1 - Archived version
  - Python as a way of thinking
  - Python is Now the Most Popular Introductory Teaching Language at Top U.S. Universities
  - Python is Now the Most Popular Introductory Teaching Language at Top U.S. Universities
  - [Level 1 - Archived version
  - Python as a way of thinking
- 参考
  - Official Python documentation
  - Python in Education - [git repo](https://github.com/python/pythonineducation.org) : python基金会下边的教育网站，涉及软件和硬件内容
  - Tiny Python 3.6 Notebook
  - First Steps With Python
  - PyMOTW3 - 关于使用内置模块的教程
  - EduPython - 使用blockly生成python，进而控制minecraft
  - A gallery of interesting IPython Notebooks - 一些有趣的IPython Notebooks汇总
  - CS1 Python Programming Projects Archive
  - Python cheatsheet
  - awesome-python - python资源列表（awesome系列）
  - How to make mistakes in Python
  - Python Knowledge Base
  - Python IAQ: Infrequently Answered Questions
  - DjangoGirls Introduction to Python
  - 29 common beginner Python errors on one page
  - Learn Python - Udacity
  - Popular Python Recipes
  - Transforming Code into Beautiful, Idiomatic Python - 一些让代码更优雅的技巧
  - Python in Education - [git repo](https://github.com/python/pythonineducation.org) : python基金会下边的教育网站，涉及软件和硬件内容
  - The Elements of Python Style
  - PyCrumbs - Bits and bytes of Python from the Internet
  - CS1 Python Programming Projects Archive
  - Algorithms implemented in python (for education)
  - Algorithms
  - Minimal examples of data structures and algorithms in Python
  - Python GitHub Projects - python资源列表
  - Python Reference - python资源列表
  - Pythonidae - 科学计算方便的python资源
  - python-patterns - python与设计模式(很全面)
  - PyPattyrn
  - Python IAQ: Infrequently Answered Questions
  - Experiments in Python Pedagogy - [rendered version](http://nbviewer.jupyter.org/github/4dsolutions/Python5/tree/master/) python教学实践
  - Popular Python Recipes
- 论坛
  - dashboard - [all topics](http://stackoverflow.com/documentation/python/topics) - [tag python](http://stackoverflow.com/questions/tagged/python) - (community website)[https://sopython.com/]
  - Python - [Python Learning](https://www.reddit.com/r/learnpython/) - [Python tips](https://www.reddit.com/r/pythontips/) - [Pygame](https://www.reddit.com/r/pygame/)
- 邮件列表
  - Python EDU-SIG - Python.org subsite
  - Tutor - (mailing list) Discussion for learning programming with Python
  - Python-list - General discussion list for the Python programming language (mailing list)
  - Python EDU-SIG - Special Interest Group mailing list
  - Python EDU-WG - Working Group mailing list
  - Python-list - General discussion list for the Python programming language (mailing list)
  - Tutor - (mailing list) Discussion for learning programming with Python
工具与库
- IDEs
  - bpython
  - Thonny, Python IDE for beginners
  - Emacs - the-best-python-editor/) : 具有强大的可扩展性，Emacs是黑客们关于编辑器之战的两大主角之一（另一个是VIM）
  - Sublime Text 3 - up-sublime-text-3-for-full-stack-python-development/):Sublime Text 是一套跨平台的文本编辑器，支持基于Python的插件，界面好看，对新手友好
  - PyCharm Edu - With [some courses](https://github.com/JetBrains/pycharm-courses) : -它提供了代码分析、图形化调试器，集成测试器、集成版本控制系统，并支持使用Django进行网页开发
  - Wingware Python IDE
  - Visual Studio Code
  - ptpython
  - Spyder - Spyder（前身为Pydee）是一个使用Python语言的开放源代码跨平台科学运算IDE。Spyder集成了NumPy，SciPy，Matplotlib与IPython等
  - VIM - and-python-a-match-made-in-heaven/) : Vim是从vi发展出来的一个文本编辑器。代码补完、编译及错误跳转等方便编程的功能特别丰富，在程序员中被广泛使用。和Emacs并列成为类Unix系统用户最喜欢的编辑器(ps:我平时主要用VIM)
- Jupyter
  - 28 Jupyter Notebook tips, tricks and shortcuts
  - Notebook Gallery - 优质 IPython/Jupyter Notebooks汇总
  - IPythonBlocks
  - Using the IPython Notebook as a Teaching Tool
  - List of Jupyter Notebooks by Peter Norvig
  - Jupyter Notebook cheatsheet
  - nbval - 用于检验 Jupyter notebooks 的 Py.test 插件
  - nbscan - search for and print contents of cells in Jupyter notebooks.
  - nbautoeval - 创建自动评估的练习.
  - nbtutor - 逐行将python代码的运行过程可视化.
  - nbtranslate - 使用gettext 来翻译 Jupyter notebook上的内容
  - nbTranslate - 将notebook单元格的内容从一种语言翻译到另一种（支持多语言）
  - jupyter-drive - Google Drive for Jupyter.
  - Custom Jupyter Notebook Themes
  - JupyterLab computational environment - 使jupyter notebook更接近IDE
  - JupyterHub - Jupyter notebooks的多用户系统
  - Lectures on scientific computing with Python
  - "The world of Jupyter" —a tutorial
  - List of Jupyter Notebooks by Peter Norvig
  - binder - 将一个github库变为一系列的交互式notebook.
- 游戏，图形与仿真
  - Python Arcade Library
  - Kivy - 用于开发采用自然用户界面的多点触控应用软件。它可以在Android，iOS，Linux，OS X和Windows执行
  - Pymunk - 2D 物理效果 library
  - PyPhysicsSandbox - 对 Pymunk的简单包装
  - gui zero - 让孩子们能快速上手GUI编程
  - PyGame
- 论坛
  - Your Python Trinket - 将交互式的python放到网络上的任何地方
  - Skulpt - Skulpt是一个完全基于浏览器的Python运行环境
  - Python Anywhere
  - Python AST Explorer
  - Ren'Py - 视觉小说引擎,允许任何人高效地编写大型视觉小说.Ren'Py几乎支持所有视觉小说所应该具有的功能，包括分支故事、储存和载入游戏、回退到之前故事的储存点、多样性的场景转换等
  - kite - 一款让程序员编程更智能的开发工具
  - EarSketch - 通过创作音乐来学编程
  - Python Tutor - 可视化python代码的运行
- 调试器
  - pdb
  - pdb++
  - PyTA - 帮助学生发现和修复常见的错误
  - coala - 发现与处理代码问题
  - wdb - 基于web的调试器（使用WebSockets）
  - ipdb
  - PuDB
  - coala - 发现与处理代码问题
硬件
- ESP32
  - MicroPython
- Packt Pub
  - Cozmo
- PyBoard
  - MicroPython - bit的ARM处理器
- 树莓派
练习和游戏
- 介绍和教程
  - CheckiO - 用户可以通过编程(Python/JavaScript)来解决游戏中的各种任务，还可以与其他开发者玩编程逻辑游戏进行比赛，来交流编程技能、经验
  - CodeAbbey - 网站带有online judgement，让你在做题中进步
  - Empire of Code - 这是一个战略、战术和编码混合的空间游戏。尽管可以不使用编码技能来玩游戏，但是使用代码会给你带来优势
  - Project Euler - 一系列具有挑战性的数学/计算机编程问题
  - Python Challenge - 一个网页闯关游戏，通过一些提示找出下一关的网页地址，可玩性很强，尤其是和一起学习的伙伴看谁先顺着线索走下去，有探案的快感
  - Reeborg's world - 通过代码操控指定的虚拟角色来学习
  - Boston Python Puzzles - 通过解决一个个有趣的谜题来学习
  - Code & Conquer
  - CodeCombat - 这是一个多人回合制策略游戏，在游戏中你可以用代码去创建你的人工智能
  - Slice like a Ninja - 极简的闯关游戏
  - Python Datasets: The Collection of Really Great, Interesting, Situated Datasets - (visit [CORGIS](https://think.cs.vt.edu/corgis/) for raw formats) - 来自现实世界的许多数据集，可直接在python中使用
  - Pyweek Programming Challenge - 你可以独自或者组团去参加挑战，挑战任务都非常有趣
  - CodeFights
  - HackerRank Challenges - 又一个通过解决问题来学习编程的网站
  - PyBites - 一个基于pelican的博客，经常会更新一些小练习或是教程，颇似国内的一些Python公众号
  - Python Challenge - 一个网页闯关游戏，通过一些提示找出下一关的网页地址，可玩性很强，尤其是和一起学习的伙伴看谁先顺着线索走下去，有探案的快感
  - Reeborg's world - 通过代码操控指定的虚拟角色来学习
  - Python Koans - 通过TDD的方式来学习Python
  - Boston Python Puzzles - 通过解决一个个有趣的谜题来学习
  - TeachCraft-Challenges - 用于教中学和高中生的基础编程知识.学生在minecraft可以调用他们在代码中编写的法术，互相战斗
  - Interactive Coding Challenges - 使用Python来挑战算法和数据结构
  - Python for Fun - 对算法和计算机科学感兴趣的小伙伴可能会喜欢它，涉及比较多的算法
  - Exercism - 通过解决问题来学习编程的网站，支持丰富的编程语言(包括Python)
课程
- 交互式编程环境
  - 通过Trinket进行积木化的编程 - 通过blockly来进行积木化的编程，并生成python代码(ps:我最近就在做此类事情，blockly是非常强大的工具，我试图将这个思路拓展到硬件和AI上)

Programming Languages

Python 17 Jupyter Notebook 6 TypeScript 3 C 1 Julia 1 CSS 1

ecosyste.ms

Data

Tools

Indexes

Applications

Experiments

Awesome

awesome-python-in-education-zh

书籍

Coding Club books

Invent with Python series

Manning Publications

No Starch Press

O'Reilly

Packt Pub

调试器

会议与视频

调试器

参考和论坛

Python在教育中的适用性

参考

论坛

邮件列表

工具与库

IDEs

Jupyter

游戏，图形与仿真

论坛

调试器

硬件

ESP32

Packt Pub

PyBoard

树莓派

练习和游戏

介绍和教程

课程

交互式编程环境