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…

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

TensorFlow was originally developed by researchers and engineers working within the Machine Intelligence team at Google Brain to conduct research in machine learning and neural networks. However, the…

State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow 🤗 Transformers provides thousands of pretrained models to perform tasks on different modalities such as text, vision, and audio. Thes…

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 …

FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.8+ based on standard Python type hints. The key features are: * estimation based on tests on an internal de…

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.

ℹ️  This repo contains questions and exercises on various technical topics, sometimes related to DevOps and SRE 🛑  If you are interested in pursuing a career as DevOps engineer, learning some of the …

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…

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.

Scrapy is a BSD-licensed 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, fro…

The following Sankey flow diagram shows the current glyph sets included: If you want download the latest release of a given font inside a script you can use (replace "JetBrainsMono" with your font): …

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

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…

“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…

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.

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…

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…

🧡🧡🧡 HAPPY CODING 🧡🧡🧡 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 activel…

Hello World:

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

It just takes a few lines of Python to create a beautiful demo like the one above, so let's get started 💫 You can run Gradio in your favorite code editor, Jupyter notebook, Google Colab, or anywhere …

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…

Hello World:

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…

An extremely fast Python linter and code formatter, written in Rust. Ruff aims to be orders of magnitude faster than alternative tools while integrating more functionality behind a single, common int…

We have made you a wrapper you can't refuse PTB can be installed with optional dependencies: Additionally, two shortcuts are provided: If the resources mentioned above don't answer your questions or …