As Swiss Computer Scientist Niklaus Wirth said, “Programming is usually taught by examples”, it is mention-worthy that learning Python always passes through understanding its examples.
Github is one of the top-rated platforms to practice programming and it consists of reliable learning resources for both beginner and advanced developers.
According to Tiobe’s latest research in November 2020, Python becomes top-choice for data-science and machine-learning projects followed by C in the first place.
If you are wondering, what are the top Github repositories to learn Python, have a look at the following list of top 9 Github repositories for Python.
Top Github Repositories to Learn Python
1. TensorFlow
Tensorflow is an open-source software library for python widely accepted by python developers. It consists of a large range of math libraries used in Machine learning and neural networks.
Key Features:
- Tensorflow platform is very useful for machine-learning projects.
- This repository is designed for intermediate and advanced programmers who know the core concepts of Python with an idea of machine learning.
- Tensorflow is developed by engineers in the Google team and used for both research and production.
Total Stars: 150k+
Total Forks: 84k+
Visit the Tensorflow Python Repository here
2. Awesome-Python
Vinta or Awesome-Python is an all-in-one Github Repository for Python lovers consist of python frameworks, software, libraries, and resources. This repository is developed by Vinta Chen, a senior software engineer.
Key Features:
- For beginners, this repository is one of the best platforms in Github to learn and practice the Python language.
- Awesome-Python includes useful links to books, podcasts, and newsletters to learn Python easily and effectively.
- There are more than 90 different topics or individual projects listed along with admin panels, data validation, algorithms, and design patterns, computer vision, etc.
Total Stars: 90k+
Total Forks: 18.5k+
Visit the Awesome-Python Repository here.
3. Learn-Python
Learn-Python is developed by Oleksii Trekhleb, a software engineer at Uber. This repository lets you cover the skills from beginner to intermediate to learn Python.
Key Features:
- This repository has a convenient collection of python scripts to cover individual topics in Python like operator, data types, classes, and much more with examples that make you able to develop codes.
- You can learn how to use a repository as well here.
- Learn-Python repository lets you understand the topic in different sections. So, you don’t need to follow the entire course if you wish.
Total Stars: 7k+
Total Forks: 1.5k+
Visit the Learn-Python Repository here.
4. Learn-Python3
Developed by Jerry Pussinen, who has 15 different repositories on Github, Learn-Python3 is another useful platform for learning Python. Similar to Learn-Python, this repository has a handy collection of various resources to learn the Python language.
Key Features:
- Learn-Python contains all the learning resources according to beginner and intermediate folders and structured in Jupyter notebook.
- You can access numerous examples with each topic along with exercises to track your progress.
- This repository offers tutorial for ‘Pythonic features’ that are usually not available in many other programming language.
Total Stars: 3.5k+
Total Forks: 900+
Visit Learn-Python3 Repository here.
5. The Algorithms
If you want to understand the implementation of Python algorithms, The Algorithms repository on Github is one of the best choices for sure. This repository makes your Python skill advanced.
Key Features:
- 35 categories of Python topics of python like data structures, computer vision, sorts, strings, linear algebra, etc. are covered and implemented thoroughly in the repository.
- It is an open-source platform that lets you contribute also if you wish to.
- ‘The Algorithms’ has similar repositories for C, C++, Java also for those who have a fundamental knowledge of these languages and want to master its implementation.
Total Stars: 95k+
Total Forks: 30k+
Visit The Algorithms Repository here.
6. Python-programming-exercises
It is essential to practice programming to learn it better. ‘Python-programming-exercises’ developed by Jeffrey Hu, has more than 100 programming exercises that vary from easy to hard level difficulty.
Key Features:
- This repository is highly recommended to test your Python programming knowledge.
- This repository is full of different questions that you can solve to track your learning as well as you can get ‘hint’ if you got stuck meanwhile.
- There is an extended version of this repository is available on Github developed by another author where you will find alternate solutions to the exercise.
Total Stars: 15k+
Total Forks: 7.5k+
Visit the Python-programming-exercises Repository here.
7. Full-speed-python
João Ventura’s Full-speed-python repository is one of the best repositories on Github to learn Python Language. This repository contains a book that covers the fundamentals of Python.
Key Features:
- This repository emphasizes practical learning with fundamental topics along with advanced topics.
- After each topic, you will get an exercise that plays a crucial role to track your learning.
- If you have previous experience in some other computer languages, then it gets easier to understand Python using this repository as the name suggests.
Total Stars: 3.2k+
Total Forks: 500+
Visit the Full-speed-python Repository here.
8. Python_reference
Python-reference is a repository that is a collection of notebooks instead of a tutorial. As the name suggests, this Github repository is more about providing resources.
Key Features:
- You will get various learning resources on different python topics of intermediate level.
- For those who have a strong concept of Python and want to learn advanced use of this language, this repository is good enough.
- You can learn some tips on Python from some of the modules provided here that might be not mentioned in fundamental courses.
Total Stars: 3k+
Total Forks: 750+
Visit the Python_reference Repository here.
9. Project Based Learning
Tu V. Tran’s Project Based Learning Repository is a popular platform for Python enthusiasts, especially those who wants to develop some project.
Key Features:
- There are 20 different languages available in this repository. While writing the project in Python, you can check other languages as well.
- You can host your own project from a Project-based learning repository.
- This repo offers a practical learning experience.
Total Stars: 43.3k+
Total Forks: 8.5k+
Visit the Project based learning Repository here.
Conclusion
Python is one of the popular language that has a huge demand currently. The above list contains every type of Github Python repository where you can learn this language from scratch or you can go for advance exercise directly.
Choose the right repository for you and start coding!
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