Python Libraries

Learn how to design large-scale systems. Prep for the system design interview. Learning how to design scalable systems will help you become a better engineer. This is a continually updated, open sour…

TensorFlow was originally developed by researchers and engineers working on the Google Brain team within Google's Machine Intelligence Research organization to conduct machine learning and deep neura…

Implementations are for learning purposes only. They may be less efficient than the implementations in the Python standard library. Use them at your discretion.

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow These models can be applied on: Here are a few examples: In Natural Language Processing: In Computer Vision: In Audio: In Multimoda…

Django is a high-level Python web framework that encourages rapid development and clean, pragmatic design. Thanks for checking it out. To get more help: To contribute to Django: To run Django's test …

Flask offers suggestions, but doesn't enforce any dependencies or project layout. It is up to the developer to choose the tools and libraries they want to use. There are many extensions provided by t…

Open source home automation that puts local control and privacy first. Powered by a worldwide community of tinkerers and DIY enthusiasts. Perfect to run on a Raspberry Pi or a local server.

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. The key features are: * estimation based on tests on an internal de…

It is currently maintained by a team of volunteers. scikit-learn requires: You can check the latest sources with the command: The project is currently maintained by a team of volunteers.

A modern, enterprise-ready business intelligence web application. Superset is a modern data exploration and data visualization platform. Superset can replace or augment proprietary business intellige…

Manim is an engine for precise programmatic animations, designed for creating explanatory math videos. Manim runs on Python 3.7 or higher. If you want to hack on manimlib itself, clone this repositor…

Travel with us around the world as we apply these classic techniques to data from many areas of the world. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the less…

Scrapy is a fast high-level web crawling and web scraping framework, used to crawl websites and extract structured data from their pages. It can be used for a wide range of purposes, from data mining…

The following Sankey flow diagram shows the current glyph sets included: or, in Powershell (Windows only): or, in Powershell (Windows only): Use the provided Python command line script to generate a …

A set of protocols that define how two or more devices can communicate with each other. Ethernet simply refers to the most common type of Local Area Network (LAN) used today. A LAN—in contrast to a…

Spark is a unified analytics engine for large-scale data processing. It provides high-level APIs in Scala, Java, Python, and R, and an optimized engine that supports general computation graphs for da…

You can see in which language an app is written. Currently there are following languages: Thanks to all the people who contribute:

Sentry is a developer-first error tracking and performance monitoring platform that helps developers see what actually matters, solve quicker, and learn continuously about their applications.

Learn the foundations of machine learning through intuitive explanations, clean code and visualizations. Learn how to combine machine learning with software engineering to build production-grade appl…

“Any color you like.” Blackened code looks the same regardless of the project you're reading. Formatting becomes transparent after a while and you can focus on the content instead. To get started rig…

General information, tutorials, and precompiled binaries can be found on the mitmproxy website. The documentation for mitmproxy is available on our website: If you have questions on how to use mitmpr…

Certbot is part of EFF’s effort to encrypt the entire Internet. Secure communication over the Web relies on HTTPS, which requires the use of a digital certificate that lets browsers verify the identi…

Odoo is a suite of web based open source business apps.

Hello World:

Each challenge has one or more reference solutions that are: Notebooks also detail: Great for use while on-the-go. Unit tested, fully functional implementations of the following data structures: Unit…

Django REST framework is a powerful and flexible toolkit for building Web APIs. Some reasons you might want to use REST framework: Let's take a look at a quick example of using REST framework to buil…

Use any of the following services. Next, run the following commands: Finally, start Jupyter: I recommend Python 3.7. If you follow the installation instructions above, that's the version you will get…

This challenge is designed for beginners and professionals who want to learn python programming language. It may take 30 to 100 days to complete the challenge, people who actively participate on the …