7 Must‑Visit GitHub Repositories to Master Python Programming

Many learners prefer to find Python study materials on GitHub; here are seven excellent open‑source libraries for learning Python programming.

1. learn-python3

This repository contains 19 Jupyter notebooks covering basics such as strings and conditionals, object‑oriented programming, exception handling, and features of the Python standard library. Each topic links to a notebook with explanations and example code, followed by an exercise link for testing.

Project URL: https://github.com/jerry-git/learn-python3

2. learn-python

This repository serves as a Python introduction that helps you move from a beginner to an intermediate level, focusing on core topics such as operators, data types, and control flow. It can also be used as a quick reference cheat‑sheet for documentation, code review, and testing.

Project URL: https://github.com/trekhleb/learn-python/blob/master/src/control_flow/test_if.py

3. full-speed-python

This repository quickly introduces basics like strings and lists, then dives into advanced topics such as classes and asynchronous programming. The author presents concise code examples for each topic and provides direct exercises, with downloadable PDF/EPUB files available on the project page.

Project URL: https://github.com/joaoventura/full-speed-python

4. python_reference

Targeted at users with a solid Python foundation, this repository focuses on intermediate topics such as SQLite database operations. It includes editable Jupyter notebooks and a curated list of external theoretical resources, including forums, books, and existing Python projects.

Project URL: https://github.com/rasbt/python_reference/

5. Python-programming-exercises

This repository offers 100 Python programming exercises ranging from beginner to advanced levels. Originally written in Python 2, all problems have been updated to Python 3. An extended version by other authors provides alternative solutions that demonstrate more Pythonic approaches.

Project URL: https://github.com/zhiwehu/Python-programming-exercises

6. coding-problems

Similar to previous repositories, this collection provides a full set of programming and algorithm exercises, each as a standalone Python file containing the problem statement and solution. It is recommended for learners who already understand functions and control flow.

Additional resources include links to online courses, recommended books, and popular programming problem websites.

Project URL: https://github.com/MTrajK/coding-problems/

7. TheAlgorithms

This repository provides a collection of algorithm implementations in Python, organized from arithmetic analysis to blockchain and data structures. It is suited for developers already familiar with Python who wish to deepen their algorithmic knowledge. Similar repositories exist for Java, C++, Go, and JavaScript.

Project URL: https://github.com/TheAlgorithms/Python/

Article originally from: Python数据分析实例