Best Python

docs for beginner

• project structure
• project & poetry
• basic syntax

best open source projects for beginner

• poetry Python dependency management and packaging made easy
• pytest A mature full-featured Python testing tool.
• pywolf A simple python framework, config management, app context, and utils wrappers, ...
• FastAPI modern fast web framework. (vs flask)
• databases Async database support for Python.
• httpx A next generation HTTP client for Python
• redis-py Redis Python Client(with asyncio support)
• jinja A very fast and expressive template engine.
• boltons 250+ constructs, recipes, and snippets which extend the Python standard library
• arrow Better dates & times for Python
• pyyaml A full-featured YAML framework for the Python programming language.
• awesome Python A curated list of awesome Python frameworks, libraries, software and resources

cli

• click A package for creating beautiful command line interfaces in a composable way.
• rich Python library for rich text and beautiful formatting in the terminal.
• python-fire Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
• invoke Pythonic task management & command execution.

multimedia

• Pillow Python Imaging Library

dev ops

• ansible IT automation platform that makes your applications and systems easier to deploy and maintain.
• salt Software to automate the management and configuration of any infrastructure or application at scale
• Supervisor Supervisor process control system for Unix (supervisord)

data science

• pandas fast, powerful, flexible and easy to use open source data analysis and manipulation tool
• numpy The fundamental package for scientific computing with Python
• matplotlib a comprehensive library for creating static, animated, and interactive visualizations
• jupyter web-based interactive development environment for notebooks, code, and data
• scikit-learn Simple and efficient tools for predictive data analysis
• funNLP A collection of tools and datasets for Chinese NLP
• jieba The most popular Chinese text segmentation library
• pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
• tensorflow The most popular Deep Learning framework created by Google.
• transformers State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
• beautiful soup get data out of html page
• textract xtract text from any document