Track Awesome Python Updates Daily

An opinionated list of awesome Python frameworks, libraries, software and resources.

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Mar 22, 2026

Admin Panels

• flower (⭐7.1k) - Real-time monitor and web admin for Celery.

Algorithms and Design Patterns

• Design Patterns
  • python-patterns (⭐43k) - A collection of design patterns in Python.
  • transitions (⭐6.5k) - A lightweight, object-oriented finite state machine implementation.

HTML Manipulation

• tinycss2 (⭐184) - A low-level CSS parser and generator written in Python.

Environment Management

• pyenv-win (⭐7.1k) - Pyenv for Windows.

Mar 21, 2026

Deep Learning

• jax (⭐35k) - a library for high-performance numerical computing with automatic differentiation and JIT compilation.

Machine Learning

• lightgbm (⭐18k) - A fast, distributed, high performance gradient boosting framework.

• spark.ml (⭐43k) - Apache Spark's scalable Machine Learning library for distributed computing.

Natural Language Processing

• General
  • gensim (⭐16k) - Topic Modeling for Humans.
  • nltk (⭐15k) - A leading platform for building Python programs to work with human language data.
  • spacy (⭐33k) - A library for industrial-strength natural language processing in Python and Cython.
  • stanza (⭐7.7k) - The Stanford NLP Group's official Python library, supporting 60+ languages.

Web Frameworks

• Synchronous
  • bottle (⭐8.8k) - A fast and simple micro-framework distributed as a single file with no dependencies.
  • django (⭐87k) - The most popular web framework in Python.
    • awesome-django (⭐1.9k)
  • flask (⭐71k) - A microframework for Python.
    • awesome-flask (⭐13k)
  • pyramid (⭐4.1k) - A small, fast, down-to-earth, open source Python web framework.
    • awesome-pyramid (⭐570)
  • fasthtml (⭐6.9k) - The fastest way to create an HTML app.
    • awesome-fasthtml (⭐79)
  • masonite (⭐2.4k) - The modern and developer centric Python web framework.

Web APIs

• Django
  • django-ninja (⭐9k) - Fast, Django REST framework based on type hints and Pydantic.
  • django-rest-framework (⭐30k) - A powerful and flexible toolkit to build web APIs.
  • strawberry-django (⭐488) - Strawberry GraphQL integration with Django.

• Flask
  • apiflask (⭐1.1k) - A lightweight Python web API framework based on Flask and Marshmallow.

• Framework Agnostic
  • connexion (⭐4.6k) - A spec-first framework that automatically handles requests based on your OpenAPI specification.
  • falcon (⭐9.8k) - A high-performance framework for building cloud APIs and web app backends.
  • fastapi (⭐96k) - A modern, fast, web framework for building APIs with standard Python type hints.
  • sanic (⭐19k) - A Python 3.6+ web server and web framework that's written to go fast.
  • strawberry (⭐4.6k) - A GraphQL library that leverages Python type annotations for schema definition.
  • webargs (⭐1.4k) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

Web Servers

• RPC
  • grpcio (⭐45k) - HTTP/2-based RPC framework with Python bindings, built by Google.
  • rpyc (⭐1.7k) (Remote Python Call) - A transparent and symmetric RPC library for Python.

WebSocket

• flask-socketio (⭐5.5k) - Socket.IO integration for Flask applications.

• websockets (⭐5.6k) - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

Authentication

• OAuth
  • authlib (⭐5.2k) - JavaScript Object Signing and Encryption draft implementation.
  • django-allauth (⭐10k) - Authentication app for Django that "just works."
  • django-oauth-toolkit (⭐3.3k) - OAuth 2 goodies for Django.
  • oauthlib (⭐3k) - A generic and thorough implementation of the OAuth request-signing logic.

Admin Panels

• flask-admin (⭐6.1k) - Simple and extensible administrative interface framework for Flask.

ORM

• Relational Databases
  • django.db.models (⭐87k) - The Django ORM.
  • sqlalchemy (⭐12k) - The Python SQL Toolkit and Object Relational Mapper.
    • awesome-sqlalchemy (⭐3k)
  • dataset (⭐4.9k) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  • peewee (⭐12k) - A small, expressive ORM.
  • pony (⭐3.8k) - ORM that provides a generator-oriented interface to SQL.
  • sqlmodel (⭐18k) - SQLModel is based on Python type annotations, and powered by Pydantic and SQLAlchemy.
  • tortoise-orm (⭐5.5k) - An easy-to-use asyncio ORM inspired by Django, with relations support.

Database Drivers

• NoSQL Databases
  • cassandra-driver (⭐1.4k) - The Python Driver for Apache Cassandra.
  • django-mongodb-backend (⭐218) - Official MongoDB database backend for Django.
  • pymongo (⭐4.3k) - The official Python client for MongoDB.
  • redis-py (⭐14k) - The Python client for Redis.

Caching

• cachetools (⭐2.7k) - Extensible memoizing collections and decorators.

Data Analysis

• Financial Data
  • akshare (⭐18k) - A financial data interface library, built for human beings!
  • edgartools (⭐1.9k) - Library for downloading structured data from SEC EDGAR filings and XBRL financial statements.
  • openbb (⭐63k) - A financial data platform for analysts, quants and AI agents.
  • yfinance (⭐22k) - Easy Pythonic way to download market and financial data from Yahoo Finance.

Data Validation

• pandera (⭐4.3k) - A data validation library for dataframes, with support for pandas, polars, and Spark.

Data Visualization

• Plotting
  • altair (⭐10k) - Declarative statistical visualization library for Python.
  • bokeh (⭐20k) - Interactive Web Plotting for Python.
  • bqplot (⭐3.7k) - Interactive Plotting Library for the Jupyter Notebook.
  • matplotlib (⭐23k) - A Python 2D plotting library.
  • plotly (⭐18k) - Interactive graphing library for Python.
  • plotnine (⭐4.5k) - A grammar of graphics for Python based on ggplot2.
  • pygal (⭐2.8k) - A Python SVG Charts Creator.
  • pyqtgraph (⭐4.3k) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
  • seaborn (⭐14k) - Statistical data visualization using Matplotlib.
  • ultraplot (⭐278) - Matplotlib wrapper for publication-ready scientific figures with minimal code. Includes advanced subplot management, panel layouts, and batteries-included geoscience plotting.
  • vispy (⭐3.6k) - High-performance scientific visualization based on OpenGL.

Geolocation

• geodjango (⭐87k) - A world-class geographic web framework that is part of Django.

Interactive Interpreter

• ptpython (⭐5.4k) - Advanced Python REPL built on top of the python-prompt-toolkit (⭐10k).

Code Analysis

• Refactoring
  • rope (⭐2.2k) - Rope is a python refactoring library.

Testing

• Test Runners
  • nox (⭐1.5k) - Flexible test automation for Python.
  • tox (⭐3.9k) - Auto builds and tests distributions in multiple Python versions

• Mock
  • freezegun (⭐4.5k) - Travel through time by mocking the datetime module.
  • mock - (Python standard library) A mocking and patching library.
  • mocket (⭐309) - A socket mock framework with gevent/asyncio/SSL support.
  • responses (⭐4.3k) - A utility library for mocking out the requests Python library.
  • vcrpy (⭐3k) - Record and replay HTTP interactions on your tests.

Debugging Tools

• Others
  • django-debug-toolbar (⭐8.4k) - Display various debug information for Django.
  • flask-debugtoolbar (⭐980) - A port of the django-debug-toolbar to flask.
  • icecream (⭐10k) - Inspect variables, expressions, and program execution with a single, simple function call.
  • memory_graph (⭐772) - Visualize Python data at runtime to debug references, mutability, and aliasing.

DevOps Tools

• Cloud Providers
  • awscli (⭐17k) - Universal Command Line Interface for Amazon Web Services.
  • boto3 (⭐9.7k) - Python interface to Amazon Web Services.

• Deployment
  • chalice (⭐11k) - A Python serverless microframework for AWS.
  • fabric (⭐15k) - A simple, Pythonic tool for remote execution and deployment.

Job Schedulers

• SpiffWorkflow (⭐1.9k) - A powerful workflow engine implemented in pure Python.

Text Processing

• Unique identifiers
  • sqids (⭐496) - A library for generating short unique IDs from numbers.
  • shortuuid (⭐2.2k) - A generator library for concise, unambiguous and URL-safe UUIDs.

Audio & Video Processing

• Audio
  • gtts (⭐2.6k) - Python library and CLI tool for converting text to speech using Google Translate TTS.
  • librosa (⭐8.3k) - Python library for audio and music analysis.
  • matchering (⭐2.4k) - A library for automated reference audio mastering.
  • pydub (⭐9.7k) - Manipulate audio with a simple and easy high level interface.

Asynchronous Programming

• anyio (⭐2.4k) - A high-level async concurrency and networking framework that works on top of asyncio or trio.

Date and Time

• dateparser (⭐2.8k) - A Python parser for human-readable dates in dozens of languages.

• pendulum (⭐6.6k) - Python datetimes made easy.

Package Management

• poetry (⭐34k) - Python dependency management and packaging made easy.

Configuration Files

• python-dotenv (⭐8.7k) - Reads key-value pairs from a .env file and sets them as environment variables.

Penetration Testing

• mitmproxy (⭐43k) - An interactive TLS-capable intercepting HTTP proxy for penetration testers and software developers.

Mar 20, 2026

AI and Agents

• Frameworks
  • autogen (⭐56k) - A programming framework for building agentic AI applications.
  • crewai (⭐47k) - A framework for orchestrating role-playing autonomous AI agents for collaborative task solving.
  • dspy (⭐33k) - A framework for programming, not prompting, language models.
  • instructor (⭐13k) - A library for extracting structured data from LLMs, powered by Pydantic.
  • langchain (⭐130k) - Building applications with LLMs through composability.
  • llama_index (⭐48k) - A data framework for your LLM application.
  • pydantic-ai (⭐15k) - A Python agent framework for building generative AI applications with structured schemas.

Machine Learning

• catboost (⭐8.8k) - A fast, scalable, high performance gradient boosting on decision trees library.

CMS

• django-cms (⭐11k) - The easy-to-use and developer-friendly enterprise CMS powered by Django.

HTTP Clients

• aiohttp (⭐16k) - Asynchronous HTTP client/server framework for asyncio and Python.

Email

• yagmail (⭐2.7k) - Yet another Gmail/SMTP client.

Database

• chromadb (⭐27k) - An open-source embedding database for building AI applications with embeddings and semantic search.

Serialization

• msgpack (⭐2.1k) - MessagePack serializer implementation for Python.

Data Visualization

• Dashboards and Apps
  • gradio (⭐42k) - Build and share machine learning apps, all in Python.
  • streamlit (⭐44k) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.

Code Analysis

• Code Analysis
  • code2flow (⭐4.5k) - Turn your Python and JavaScript code into DOT flowcharts.
  • prospector (⭐2.1k) - A tool to analyze Python code.
  • vulture (⭐4.4k) - A tool for finding and analyzing dead Python code.

• Code Linters
  • bandit (⭐7.9k) - A tool designed to find common security issues in Python code.
  • flake8 (⭐3.8k) - A wrapper around pycodestyle, pyflakes and McCabe.
    • awesome-flake8-extensions (⭐1.3k)
  • pylint (⭐5.7k) - A fully customizable source code analyzer.
  • ruff (⭐46k) - An extremely fast Python linter and code formatter.

Build Tools

• invoke (⭐4.7k) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.

Job Schedulers

• dagster (⭐15k) - An orchestration platform for the development, production, and observation of data assets.

Command-line Tools

• Productivity Tools
  • cookiecutter (⭐25k) - A command-line utility that creates projects from cookiecutters (project templates).
  • copier (⭐3.2k) - A library and command-line utility for rendering projects templates.
  • doitlive (⭐3.6k) - A tool for live presentations in the terminal.
  • thefuck (⭐96k) - Correcting your previous console command.
  • tmuxp (⭐4.5k) - A tmux (⭐43k) session manager.
  • xonsh (⭐9.2k) - A Python-powered shell. Full-featured and cross-platform.
  • yt-dlp (⭐153k) - A command-line program to download videos from YouTube and other video sites, a fork of youtube-dl.

Package Management

• pipx (⭐13k) - Install and Run Python Applications in Isolated Environments. Like npx in Node.js.

Mar 18, 2026

Machine Learning

• feature_engine (⭐2.2k) - sklearn compatible API with the widest toolset for feature engineering and selection.

• h2o (⭐7.5k) - Open Source Fast Scalable Machine Learning Platform.

• mindsdb (⭐39k) - MindsDB is an open source AI layer for existing databases that allows you to effortlessly develop, train and deploy state-of-the-art machine learning models using standard queries.

• scikit-learn (⭐65k) - The most popular Python library for Machine Learning with extensive documentation and community support.

Natural Language Processing

• Chinese
  • funnlp (⭐79k) - A collection of tools and datasets for Chinese NLP.
  • jieba (⭐35k) - The most popular Chinese text segmentation library.

Computer Vision

• opencv (⭐5.2k) - Open Source Computer Vision Library.

Recommender Systems

• scikit-surprise (⭐6.8k) - A scikit for building and analyzing recommender systems.

Web Frameworks

• Asynchronous
  • litestar (⭐8.1k) - Production-ready, capable and extensible ASGI Web framework.
  • microdot (⭐2.1k) - The impossibly small web framework for Python and MicroPython.
  • reflex (⭐28k) – A framework for building reactive, full-stack web applications entirely with python .
  • robyn (⭐7.2k) - A high-performance async Python web framework with a Rust runtime.
  • starlette (⭐12k) - A lightweight ASGI framework and toolkit for building high-performance async services.
  • tornado (⭐22k) - A web framework and asynchronous networking library.

Template Engines

• jinja (⭐12k) - A modern and designer friendly templating language.

• mako (⭐430) - Hyperfast and lightweight templating for the Python platform.

ORM

• NoSQL Databases
  • beanie (⭐2.7k) - An asynchronous Python object-document mapper (ODM) for MongoDB.
  • mongoengine (⭐4.3k) - A Python Object-Document-Mapper for working with MongoDB.
  • pynamodb (⭐2.6k) - A Pythonic interface for Amazon DynamoDB.

Database Drivers

• MySQL - awesome-mysql (⭐2.6k)
  • mysqlclient (⭐2.5k) - MySQL connector with Python 3 support (mysql-python fork).
  • pymysql (⭐7.8k) - A pure Python MySQL driver compatible to mysql-python.

Database

• duckdb (⭐37k) - An in-process SQL OLAP database management system; optimized for analytics and fast queries, similar to SQLite but for analytical workloads.

• pickledb (⭐1.1k) - A simple and lightweight key-value store for Python.

• ZODB (⭐751) - A native object database for Python. A key-value and object graph database.

Search

• elasticsearch-py (⭐4.4k) - The official low-level Python client for Elasticsearch.

Science

• Biology and Chemistry
  • biopython (⭐4.9k) - Biopython is a set of freely available tools for biological computation.
  • cclib (⭐396) - A library for parsing and interpreting the results of computational chemistry packages.
  • openbabel (⭐1.3k) - A chemical toolbox designed to speak the many languages of chemical data.
  • rdkit (⭐3.3k) - Cheminformatics and Machine Learning Software.

• Physics and Engineering
  • astropy (⭐5.1k) - A community Python library for Astronomy.
  • obspy (⭐1.3k) - A Python toolbox for seismology.
  • pydy (⭐409) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
  • PythonRobotics (⭐29k) - This is a compilation of various robotics algorithms with visualizations.

• Simulation and Modeling
  • pathsim (⭐335) - A block-based system modeling and simulation framework with a browser-based visual editor.
  • pymc (⭐9.5k) - Probabilistic programming and Bayesian modeling in Python.
  • simpy - A process-based discrete-event simulation framework.

• Other
  • colour (⭐2.5k) - Implementing a comprehensive number of colour theory transformations and algorithms.
  • manim (⭐37k) - An animation engine for explanatory math videos.
  • networkx (⭐17k) - A high-productivity software for complex networks.
  • shapely (⭐4.4k) - Manipulation and analysis of geometric objects in the Cartesian plane.

Quantum Computing

• pennylane (⭐3.1k) — A hybrid quantum-classical machine learning library with automatic differentiation support.

• qiskit (⭐7.1k) — An IBM-backed quantum SDK for building, simulating, and running circuits on real quantum hardware.

• qutip (⭐2k) - Quantum Toolbox in Python.

Interactive Interpreter

• jupyter (⭐13k) - A rich toolkit to help you make the most out of using Python interactively.
  • awesome-jupyter (⭐4.6k)

Testing

• Code Coverage
  • coverage (⭐3.3k) - Code coverage measurement.

Build Tools

• doit (⭐2k) - A task runner and build tool.

Task Queues

• celery (⭐28k) - An asynchronous task queue/job queue based on distributed message passing.

Job Schedulers

• airflow (⭐45k) - Airflow is a platform to programmatically author, schedule and monitor workflows.

• apscheduler (⭐7.4k) - A light but powerful in-process task scheduler that lets you schedule functions.

• prefect (⭐22k) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.

Logging

• structlog (⭐4.7k) - Structured logging made easy.

GUI Development

• Desktop
  • customtkinter (⭐13k) - A modern and customizable python UI-library based on Tkinter.
  • dearpygui (⭐15k) - A Simple GPU accelerated Python GUI framework
  • enaml (⭐1.6k) - Creating beautiful user-interfaces with Declarative Syntax like QML.
  • kivy (⭐19k) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
  • pyglet (⭐2.2k) - A cross-platform windowing and multimedia library for Python.
  • pygobject (⭐156) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
  • PyQt - Python bindings for the Qt cross-platform application and UI framework.
  • pyside (⭐119) - Qt for Python offers the official Python bindings for Qt, this is same as PyQt but it's the official binding with different licensing.
  • tkinter - (Python standard library) The standard Python interface to the Tcl/Tk GUI toolkit.
  • toga (⭐5.3k) - A Python native, OS native GUI toolkit.
  • wxPython (⭐2.6k) - A blending of the wxWidgets C++ class library with the Python.

• Web-based
  • flet (⭐16k) - Cross-platform GUI framework for building modern apps in pure Python.
  • nicegui (⭐16k) - An easy-to-use, Python-based UI framework, which shows up in your web browser.
  • pywebview (⭐5.8k) - A lightweight cross-platform native wrapper around a webview component.

• Wrappers
  • gooey (⭐22k) - Turn command line programs into a full GUI application with one line.

Text Processing

• General
  • babel (⭐1.4k) - An internationalization library for Python.
  • chardet (⭐2.5k) - Python 2/3 compatible character encoding detector.
  • difflib - (Python standard library) Helpers for computing deltas.
  • ftfy (⭐4k) - Makes Unicode text less broken and more consistent automagically.
  • pangu.py (⭐276) - Paranoid text spacing.
  • pyfiglet (⭐1.5k) - An implementation of figlet written in Python.
  • pypinyin (⭐5.3k) - Convert Chinese hanzi (漢字) to pinyin (拼音).
  • python-slugify (⭐1.6k) - A Python slugify library that translates unicode to ASCII.
  • textdistance (⭐3.5k) - Compute distance between sequences with 30+ algorithms.
  • unidecode (⭐602) - ASCII transliterations of Unicode text.

• Parser
  • pygments (⭐2.1k) - A generic syntax highlighter.
  • pyparsing (⭐2.5k) - A general purpose framework for generating parsers.
  • python-nameparser (⭐702) - Parsing human names into their individual components.
  • python-phonenumbers (⭐3.7k) - Parsing, formatting, storing and validating international phone numbers.
  • python-user-agents (⭐1.5k) - Browser user agent parser.
  • sqlparse (⭐4k) - A non-validating SQL parser.

HTML Manipulation

• justhtml (⭐1.1k) - A pure Python HTML5 parser that just works.

• lxml (⭐3k) - A very fast, easy-to-use and versatile library for handling HTML and XML.

File Format Processing

• Markdown
  • markdown-it-py (⭐1.3k) - Markdown parser with 100% CommonMark support, extensions, and syntax plugins.
  • markdown (⭐4.2k) - A Python implementation of John Gruber’s Markdown.
  • markitdown (⭐91k) - Python tool for converting files and office documents to Markdown.
  • mistune (⭐3k) - Fastest and full featured pure Python parsers of Markdown.

Image Processing

• scikit-image (⭐6.5k) - A Python library for (scientific) image processing.

Audio & Video Processing

• Video
  • moviepy (⭐14k) - A module for script-based movie editing with many formats, including animated GIFs.
  • vidgear (⭐3.7k) - Most Powerful multi-threaded Video Processing framework.

Game Development

• arcade (⭐2k) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.

• panda3d (⭐5.1k) - 3D game engine developed by Disney.

• py-sdl2 (⭐338) - A ctypes based wrapper for the SDL2 library.

• pygame (⭐8.7k) - Pygame is a set of Python modules designed for writing games.

• pyopengl (⭐399) - Python ctypes bindings for OpenGL and it's related APIs.

• renpy (⭐6.3k) - A Visual Novel engine.

Implementations

• pypy (⭐1.7k) - A very fast and compliant implementation of the Python language.

Date and Time

• zoneinfo - (Python standard library) IANA time zone support. Brings the tz database into Python.

Package Management

• pip (⭐10k) - The package installer for Python.

Distribution

• cx-Freeze (⭐1.5k) - It is a Python tool that converts Python scripts into standalone executables and installers for Windows, macOS, and Linux.

Microsoft Windows

• pythonnet (⭐5.4k) - Python Integration with the .NET Common Language Runtime (CLR).

• pywin32 (⭐5.5k) - Python Extensions for Windows.

• winpython (⭐2.2k) - Portable development environment for Windows 10/11.

Miscellaneous

• tryton (⭐171) - A general-purpose business framework.

Mar 16, 2026

Machine Learning

• pgmpy (⭐3.2k) - A Python library for probabilistic graphical models and Bayesian networks.

Mar 02, 2026

File Format Processing

• PDF
  • pdf_oxide (⭐428) - A fast PDF library for text extraction, image extraction, and markdown conversion, powered by Rust.
  • pdfminer.six (⭐6.9k) - Pdfminer.six is a community maintained fork of the original PDFMiner.
  • pikepdf (⭐2.7k) - A powerful library for reading and editing PDF files, based on qpdf.
  • pypdf (⭐9.9k) - A library capable of splitting, merging, cropping, and transforming PDF pages.
  • reportlab - Allowing Rapid creation of rich PDF documents.
  • weasyprint (⭐8.7k) - A visual rendering engine for HTML and CSS that can export to PDF.

Image Processing

• pymatting (⭐1.9k) - A library for alpha matting.

Feb 19, 2026

Quantum Computing

• Cirq (⭐4.9k) — A Google-developed framework focused on hardware-aware quantum circuit design for NISQ devices.

Feb 02, 2026

Command-line Interface Development

• Command-line Application Development
  • argparse - (Python standard library) Command-line option and argument parsing.
  • cement (⭐1.3k) - CLI Application Framework for Python.
  • click (⭐17k) - A package for creating beautiful command line interfaces in a composable way.
  • python-fire (⭐28k) - A library for creating command line interfaces from absolutely any Python object.
  • python-prompt-toolkit (⭐10k) - A library for building powerful interactive command lines.
  • typer (⭐19k) - Modern CLI framework that uses Python type hints. Built on Click and Pydantic.

Penetration Testing

• sherlock (⭐74k) - Hunt down social media accounts by username across social networks.

Feb 01, 2026

Web Scraping

• Frameworks
  • browser-use (⭐80k) - Make websites accessible for AI agents with easy browser automation.
  • crawl4ai (⭐62k) - An open-source, LLM-friendly web crawler that provides lightning-fast, structured data extraction specifically designed for AI agents.
  • mechanicalsoup (⭐4.8k) - A Python library for automating interaction with websites.
  • scrapy (⭐61k) - A fast high-level screen scraping and web crawling framework.

Functional Programming

• functools - (Python standard library) Higher-order functions and operations on callable objects.

Jan 17, 2026

File Format Processing

• General
  • docling (⭐56k) - Library for converting documents into structured data.
  • kreuzberg (⭐6.7k) - High-performance document extraction library with a Rust core, supporting 62+ formats including PDF, Office, images with OCR, HTML, email, and archives.
  • pyelftools (⭐2.2k) - Parsing and analyzing ELF files and DWARF debugging information.
  • tablib (⭐4.8k) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.

Jan 14, 2026

Geolocation

• geopandas (⭐5.1k) - Python tools for geographic data (GeoSeries/GeoDataFrame) built on pandas.

Jan 13, 2026

AI and Agents

• Pretrained Models and Inference
  • diffusers (⭐33k) - A library that provides pretrained diffusion models for generating and editing images, audio, and video.
  • transformers (⭐158k) - A framework that lets you easily use pretrained transformer models for NLP, vision, and audio tasks.
  • vllm (⭐74k) - A high-throughput and memory-efficient inference and serving engine for LLMs.

Serialization

• orjson (⭐8k) - Fast, correct JSON library.

Configuration Files

• dynaconf (⭐4.3k) - Dynaconf is a configuration manager with plugins for Django, Flask and FastAPI.

Hardware

• bleak (⭐2.4k) - A cross platform Bluetooth Low Energy Client for Python using asyncio.

Jan 08, 2026

Admin Panels

• django-unfold (⭐3.4k) - Elevate your Django admin with a stunning modern interface, powerful features, and seamless user experience.

• func-to-web (⭐389) - Instantly create web UIs from Python functions using type hints. Zero frontend code required.

Database Drivers

• Other Relational Databases
  • clickhouse-driver (⭐1.3k) - Python driver with native interface for ClickHouse.
  • mssql-python (⭐403) - Official Microsoft driver for SQL Server and Azure SQL, built on ODBC for high performance and low memory usage.

Interactive Interpreter

• marimo (⭐20k) - Transform data and train models, feels like a next-gen notebook, stored as Git-friendly Python.

Testing

• Fake Data
  • faker (⭐19k) - A Python package that generates fake data.
  • mimesis (⭐4.8k) - is a Python library that help you generate fake data.

File Manipulation

• watchfiles (⭐2.4k) - Simple, modern and fast file watching and code reload in python.

Distribution

• Nuitka (⭐15k) - Compiles Python programs into high-performance standalone executables (cross-platform, supports all Python versions).

Podcasts

• PyPodcats

Jul 17, 2025

Package Management

• uv (⭐81k) - An extremely fast Python version, package and project manager, written in Rust.

Apr 08, 2024

Deep Learning

• stable-baselines3 (⭐13k) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.

Feb 22, 2024

Deep Learning

• pytorch-lightning (⭐31k) - Deep learning framework to train, deploy, and ship AI products Lightning fast.

Computer Vision

• easyocr (⭐29k) - Ready-to-use OCR with 40+ languages supported.

• kornia (⭐11k) - Open Source Differentiable Computer Vision Library for PyTorch.

Admin Panels

• django-grappelli (⭐3.9k) - A jazzy skin for the Django Admin-Interface.

CMS

• wagtail (⭐20k) - A Django content management system.

HTTP Clients

• urllib3 (⭐4k) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

Web Scraping

• Content Extraction
  • feedparser (⭐2.3k) - Universal feed parser.
  • html2text (⭐2.1k) - Convert HTML to Markdown-formatted text.
  • micawber (⭐674) - A small library for extracting rich content from URLs.
  • sumy (⭐3.7k) - A module for automatic summarization of text documents and HTML pages.
  • trafilatura (⭐5.6k) - A tool for gathering text and metadata from the web, with built-in content filtering.

Database Drivers

• PostgreSQL - awesome-postgres (⭐12k)
  • psycopg (⭐2.3k) - The most popular PostgreSQL adapter for Python.

• SQlite - awesome-sqlite (⭐388)
  • sqlite-utils (⭐2k) - Python CLI utility and library for manipulating SQLite databases.
  • sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.

Caching

• dogpile.cache (⭐291) - dogpile.cache is a next generation replacement for Beaker made by the same authors.

• python-diskcache (⭐2.8k) - SQLite and file backed cache backend with faster lookups than memcached and redis.

Data Analysis

• General
  • aws-sdk-pandas (⭐4.1k) - Pandas on AWS.
  • datasette (⭐11k) - An open source multi-tool for exploring and publishing data.
  • desbordante (⭐469) - An open source data profiler for complex pattern discovery.
  • ibis (⭐6.4k) - A portable Python dataframe library with a single API for 20+ backends.
  • modin (⭐10k) - A drop-in pandas replacement that scales workflows by changing a single line of code.
  • pandas (⭐48k) - A library providing high-performance, easy-to-use data structures and data analysis tools.
  • pathway (⭐60k) - Real-time data processing framework for Python with reactive dataflows.
  • polars (⭐38k) - A fast DataFrame library implemented in Rust with a Python API.

Data Validation

• cerberus (⭐3.3k) - A lightweight and extensible data validation library.

• jsonschema (⭐4.9k) - An implementation of JSON Schema for Python.

• pydantic (⭐27k) - Data validation using Python type hints.

Data Visualization

• Specialized
  • cartopy (⭐1.6k) - A cartographic python library with matplotlib support.
  • pygraphviz (⭐834) - Python interface to Graphviz.

Geolocation

• geojson (⭐984) - Python bindings and utilities for GeoJSON.

Science

• Core
  • numba (⭐11k) - Python JIT compiler to LLVM aimed at scientific Python.
  • numpy (⭐32k) - A fundamental package for scientific computing with Python.
  • scipy (⭐15k) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
  • statsmodels (⭐11k) - Statistical modeling and econometrics in Python.
  • sympy (⭐14k) - A Python library for symbolic mathematics.

Algorithms and Design Patterns

• Algorithms
  • algorithms (⭐25k) - Minimal examples of data structures and algorithms.
  • sortedcontainers (⭐3.9k) - Fast and pure-Python implementation of sorted collections.
  • thealgorithms (⭐219k) - All Algorithms implemented in Python.

Build Tools

• bitbake (⭐509) - A make-like build tool for embedded Linux.

• platformio (⭐8.9k) - A console tool to build code with different development platforms.

• scons (⭐2.4k) - A software construction tool.

DevOps Tools

• Other
  • borg (⭐13k) - A deduplicating archiver with compression and encryption.
  • chaostoolkit (⭐2k) - A Chaos Engineering toolkit & Orchestration for Developers.
  • pre-commit (⭐15k) - A framework for managing and maintaining multi-language pre-commit hooks.

HTML Manipulation

• beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.

• markupsafe (⭐685) - Implements a XML/HTML/XHTML Markup safe string for Python.

Image Processing

• wand (⭐1.5k) - Python bindings for MagickWand, C API for ImageMagick.

Implementations

• cpython (⭐72k) - Default, most widely used implementation of the Python programming language written in C.

• cython (⭐11k) - Optimizing Static Compiler for Python.

• ironpython (⭐2.7k) - Implementation of the Python programming language written in C#.

• micropython (⭐22k) - A lean and efficient Python programming language implementation.

Built-in Classes Enhancement

• box (⭐2.8k) - Python dictionaries with advanced dot notation access.

Functional Programming

• coconut (⭐4.3k) - A variant of Python built for simple, elegant, Pythonic functional programming.

• toolz (⭐5.1k) - A collection of functional utilities for iterators, functions, and dictionaries. Also available as cytoolz (⭐1.1k) for Cython-accelerated performance.

Asynchronous Programming

• concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.

• gevent (⭐6.4k) - A coroutine-based Python networking library that uses greenlet (⭐1.8k).

• multiprocessing - (Python standard library) Process-based parallelism.

• twisted (⭐6k) - An event-driven networking engine.

Distribution

• pyinstaller (⭐13k) - Converts Python programs into stand-alone executables (cross-platform).

Configuration Files

• python-decouple (⭐3k) - Strict separation of settings from code.

Cryptography

• cryptography (⭐7.5k) - A package designed to expose cryptographic primitives and recipes to Python developers.

Hardware

• pynput (⭐2.1k) - A library to control and monitor input devices.

Newsletters

• Pycoder's Weekly

• Python Weekly

Podcasts

• Python Test

Jul 25, 2021

Admin Panels

• jet-bridge (⭐1.8k) - Admin panel framework for any application with nice UI (ex Jet Django).

Feb 03, 2021

Task Queues

• dramatiq (⭐5.2k) - A fast and reliable background task processing library for Python 3.

Jan 25, 2021

Web Servers

• WSGI
  • gunicorn (⭐10k) - Pre-forked, ported from Ruby's Unicorn project.
  • uwsgi (⭐3.5k) - A project aims at developing a full stack for building hosting services, written in C.
  • waitress (⭐1.6k) - Multi-threaded, powers Pyramid.

Nov 03, 2020

Functional Programming

• returns (⭐4.2k) - A set of type-safe monads, transformers, and composition utilities.

Sep 26, 2020

Code Analysis

• Static Type Annotations Generators
  • monkeytype (⭐5k) - A system for Python that generates static type annotations by collecting runtime types.
  • pytype (⭐5k) - Pytype checks and infers types for Python code - without requiring type annotations.

Aug 31, 2020

Image Processing

• python-barcode (⭐649) - Create barcodes in Python with no extra dependencies.

Aug 21, 2020

Penetration Testing

• setoolkit (⭐15k) - A toolkit for social engineering.

• sqlmap (⭐37k) - Automatic SQL injection and database takeover tool.

Aug 02, 2020

Static Site Generators

• pelican (⭐13k) - Static site generator that supports Markdown and reST syntax.

Code Analysis

• Static Type Checkers, also see awesome-python-typing (⭐1.9k)
  • mypy (⭐20k) - Check variable types during compile time.
  • pyre-check (⭐7.2k) - Performant type checking.
  • ty (⭐18k) - An extremely fast Python type checker and language server.
  • typeshed (⭐5k) - Collection of library stubs for Python, with static types.

Documentation

• mkdocs (⭐22k) - Markdown friendly documentation generator.

DevOps Tools

• Configuration Management
  • ansible (⭐68k) - A radically simple IT automation platform.
  • cloudinit (⭐3.6k) - A multi-distribution package that handles early initialization of a cloud instance.
  • openstack (⭐5.9k) - Open source software for building private and public clouds.
  • pyinfra (⭐4.9k) - A versatile CLI tools and python libraries to automate infrastructure.
  • saltstack (⭐15k) - Infrastructure automation and management system.

Logging

• logging - (Python standard library) Logging facility for Python.

Asynchronous Programming

• uvloop (⭐12k) - Ultra fast asyncio event loop.

Package Repositories

• warehouse (⭐4k) - Next generation Python Package Repository (PyPI).

Distribution

• pyarmor (⭐5k) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.

Configuration Files

• hydra (⭐10k) - Hydra is a framework for elegantly configuring complex applications.

Jul 08, 2020

Computer Vision

• pytesseract (⭐6.3k) - A wrapper for Google Tesseract OCR.

Jul 04, 2020

Asynchronous Programming

• trio (⭐7.2k) - A friendly library for async concurrency and I/O.

Jun 11, 2020

DevOps Tools

• Monitoring and Processes
  • psutil (⭐11k) - A cross-platform process and system utilities module.
  • sentry-python (⭐2.2k) - Sentry SDK for Python.
  • sh (⭐7.2k) - A full-fledged subprocess replacement for Python.
  • supervisor (⭐9k) - Supervisor process control system for UNIX.

Jun 06, 2020

Newsletters

• Awesome Python Newsletter

Podcasts

• Django Chat

Jun 05, 2020

Web Servers

• ASGI
  • daphne (⭐2.7k) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
  • granian (⭐5.2k) - A Rust HTTP server for Python applications built on top of Hyper and Tokio, supporting WSGI/ASGI/RSGI.
  • hypercorn (⭐1.5k) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
  • uvicorn (⭐11k) - A lightning-fast ASGI server implementation, using uvloop and httptools.

Apr 08, 2020

CMS

• indico (⭐2k) - A feature-rich event management system, made @ CERN.

Functional Programming

• more-itertools (⭐4k) - More routines for operating on iterables, beyond itertools.

Apr 07, 2020

Command-line Tools

• CLI Enhancements
  • httpie (⭐38k) - A command line HTTP client, a user-friendly cURL replacement.
  • iredis (⭐2.7k) - Redis CLI with autocompletion and syntax highlighting.
  • litecli (⭐3.2k) - SQLite CLI with autocompletion and syntax highlighting.
  • mycli (⭐12k) - MySQL CLI with autocompletion and syntax highlighting.
  • pgcli (⭐13k) - PostgreSQL CLI with autocompletion and syntax highlighting.

Distribution

• shiv (⭐1.9k) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

Mar 30, 2020

Podcasts

• The Real Python Podcast

Feb 06, 2020

Documentation

• diagrams (⭐42k) - Diagram as Code.

Jan 17, 2020

HTTP Clients

• httpx (⭐15k) - A next generation HTTP client for Python.

Jan 14, 2020

Logging

• loguru (⭐24k) - Library which aims to bring enjoyable logging in Python.

Jan 13, 2020

HTTP Clients

• requests (⭐54k) - HTTP Requests for Humans.

Email

• modoboa (⭐3.5k) - A mail hosting and management platform including a modern Web UI.

Nov 04, 2019

WebSocket

• channels (⭐6.3k) - Developer-friendly asynchrony for Django.

Task Queues

• huey (⭐5.9k) - Little multi-threaded task queue.

• rq (⭐11k) - Simple job queues for Python.

Asynchronous Programming

• asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  • awesome-asyncio (⭐5k)

Sep 20, 2019

Image Processing

• pyvips (⭐789) - A fast image processing library with low memory needs.

May 27, 2019

Command-line Interface Development

• Terminal Rendering
  • alive-progress (⭐6.3k) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
  • asciimatics (⭐4.3k) - A package to create full-screen text UIs (from interactive forms to ASCII animations).
  • colorama (⭐3.8k) - Cross-platform colored terminal text.
  • rich (⭐56k) - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  • textual (⭐35k) - A framework for building interactive user interfaces that run in the terminal and the browser.
  • tqdm (⭐31k) - Fast, extensible progress bar for loops and CLI.

May 25, 2019

Geolocation

• django-countries (⭐1.5k) - A Django app that provides a country field for models and forms.

Environment Management

• virtualenv (⭐5k) - A tool to create isolated Python environments.

Cryptography

• paramiko (⭐9.7k) - The leading native Python SSHv2 protocol library.

Mar 19, 2019

Package Repositories

• bandersnatch (⭐527) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).

Mar 03, 2019

Deep Learning

• keras (⭐64k) - A high-level deep learning library with support for JAX, TensorFlow, and PyTorch backends.

• pytorch (⭐98k) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.

• tensorflow (⭐194k) - The most popular Deep Learning framework created by Google.

WebSocket

• autobahn-python (⭐2.5k) - WebSocket & WAMP for Python on Twisted and asyncio.

Admin Panels

• ajenti (⭐7.9k) - The admin panel your servers deserve.

Static Site Generators

• lektor (⭐3.9k) - An easy to use static CMS and blog engine.

• nikola (⭐2.7k) - A static website and blog generator.

Database

• tinydb (⭐7.5k) - A tiny, document-oriented database.

Search

• django-haystack (⭐3.8k) - Modular search for Django.

• pysolr (⭐697) - A lightweight Python wrapper for Apache Solr.

Serialization

• marshmallow (⭐7.2k) - A lightweight library for converting complex objects to and from simple Python datatypes.

Code Analysis

• Code Formatters
  • black (⭐41k) - The uncompromising Python code formatter.
  • isort (⭐6.9k) - A Python utility / library to sort imports.

Debugging Tools

• pdb-like Debugger
  • ipdb (⭐2k) - IPython-enabled pdb.
  • pudb (⭐3.2k) - A full-screen, console-based Python debugger.

• Tracing
  • manhole (⭐400) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
  • python-hunter (⭐866) - A flexible code tracing toolkit.

Build Tools

• pybuilder (⭐2k) - A continuous build tool written in pure Python.

Documentation

• pdoc (⭐2.5k) - Epydoc replacement to auto generate API documentation for Python libraries.

Distributed Computing

• Batch Processing
  • dask (⭐14k) - A flexible parallel computing library for analytic computing.
  • luigi (⭐19k) - A module that helps you build complex pipelines of batch jobs.
  • mpi4py (⭐902) - Python bindings for MPI.
  • pyspark (⭐43k) - Apache Spark Python API.
  • joblib (⭐4.3k) - A set of tools to provide lightweight pipelining in Python.
  • ray (⭐42k) - A system for parallel and distributed Python that unifies the machine learning ecosystem.

Network Virtualization

• mininet (⭐5.8k) - A popular network emulator and API written in Python.

• napalm (⭐2.4k) - Cross-vendor API to manipulate network devices.

Package Repositories

• devpi (⭐1.1k) - PyPI server and packaging/testing/release tool.

Configuration Files

• configparser - (Python standard library) INI file parser.

Cryptography

• pynacl (⭐1.2k) - Python binding to the Networking and Cryptography (NaCl) library.

Miscellaneous

• boltons (⭐6.9k) - A set of pure-Python utilities.

Mar 02, 2019

Web Asset Management

• django-compressor (⭐2.9k) - Compresses linked and inline JavaScript or CSS into a single cached file.

• django-storages (⭐2.9k) - A collection of custom storage back ends for Django.

Authentication

• JWT
  • pyjwt (⭐5.6k) - JSON Web Token implementation in Python.

Audio & Video Processing

• Metadata
  • beets (⭐15k) - A music library manager and MusicBrainz tagger.
  • mutagen (⭐1.9k) - A Python module to handle audio metadata.
  • tinytag (⭐805) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

Aug 12, 2018

File Manipulation

• pathlib - (Python standard library) A cross-platform, object-oriented path library.

Jun 03, 2018

Newsletters

• Python Tricks

Mar 26, 2018

Testing

• Testing Frameworks
  • hypothesis (⭐8.5k) - Hypothesis is an advanced Quickcheck style property based testing library.
  • pytest (⭐14k) - A mature full-featured Python testing tool.
  • robotframework (⭐11k) - A generic test automation framework.
  • scanapi (⭐1.5k) - Automated Testing and Documentation for your REST API.
  • unittest - (Python standard library) Unit testing framework.

GUI Development

• Terminal
  • curses - Built-in wrapper for ncurses used to create terminal GUI applications.
  • urwid (⭐3k) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.

File Manipulation

• mimetypes - (Python standard library) Map filenames to MIME types.

Date and Time

• dateutil (⭐2.6k) - Extensions to the standard Python datetime module.

Feb 28, 2018

Built-in Classes Enhancement

• attrs (⭐5.7k) - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.

• bidict (⭐1.6k) - Efficient, Pythonic bidirectional map data structures and related functionality.

Feb 18, 2018

Podcasts

• Talk Python To Me

Jul 18, 2017

Environment Management

• pyenv (⭐44k) - Simple Python version management.

May 24, 2017

Recommender Systems

• annoy (⭐14k) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.

• implicit (⭐3.8k) - A fast Python implementation of collaborative filtering for implicit datasets.

Mar 31, 2017

HTTP Clients

• furl (⭐2.8k) - A small Python library that makes parsing and manipulating URLs easy.

Feb 02, 2017

Machine Learning

• xgboost (⭐28k) - A scalable, portable, and distributed gradient boosting library.

Dec 17, 2016

Debugging Tools

• Profiler
  • py-spy (⭐15k) - A sampling profiler for Python programs. Written in Rust.
  • scalene (⭐13k) - A high-performance, high-precision CPU, GPU, and memory profiler for Python.

Nov 14, 2016

Podcasts

• Python Bytes

Nov 12, 2016

Authentication

• Permissions
  • django-guardian (⭐3.9k) - Implementation of per object permissions for Django 1.2+
  • django-rules (⭐2k) - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Caching

• django-cacheops (⭐2.3k) - A slick ORM cache with automatic granular event-driven invalidation.

Geolocation

• geopy (⭐4.8k) - Python Geocoding Toolbox.

Documentation

• sphinx (⭐7.7k) - Python Documentation generator.
  • awesome-sphinxdoc (⭐973)

Job Schedulers

• schedule (⭐12k) - Python job scheduling for humans.

Network Virtualization

• scapy (⭐12k) - A brilliant packet manipulation library.

File Format Processing

• Office
  • docxtpl (⭐2.6k) - Editing a docx document by jinja2 template
  • openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  • pyexcel (⭐1.3k) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  • python-docx (⭐5.5k) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
  • python-pptx (⭐3.2k) - Python library for creating and updating PowerPoint (.pptx) files.
  • xlsxwriter (⭐3.9k) - A Python module for creating Excel .xlsx files.
  • xlwings (⭐6) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.

• Data Formats
  • csvkit (⭐6.4k) - Utilities for converting to and working with CSV.
  • pyyaml (⭐2.9k) - YAML implementations for Python.
  • tomllib - (Python standard library) Parse TOML files.

File Manipulation

• python-magic (⭐2.9k) - A Python interface to the libmagic file type identification library.

• watchdog (⭐7.3k) - API and shell utilities to monitor file system events.

Image Processing

• pillow (⭐13k) - Pillow is the friendly PIL fork.

• python-qrcode (⭐4.9k) - A pure Python QR Code generator.

• thumbor (⭐10k) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.

Functional Programming

• funcy (⭐3.5k) - A fancy and practical functional tools.

Package Management

• conda (⭐7.3k) - Cross-platform, Python-agnostic binary package manager.

Miscellaneous

• blinker (⭐2k) - A fast Python in-process signal/event dispatching system.

• itsdangerous (⭐3.1k) - Various helpers to pass trusted data to untrusted environments.

May 09, 2016

Testing

• GUI / Web Testing
  • locust (⭐28k) - Scalable user load testing tool written in Python.
  • playwright-python (⭐14k) - Python version of the Playwright testing and automation library.
  • pyautogui (⭐12k) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
  • schemathesis (⭐3.1k) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
  • selenium (⭐34k) - Python bindings for Selenium WebDriver.

Aug 28, 2015

Testing

• Object Factories
  • factory_boy (⭐3.8k) - A test fixtures replacement for Python.
  • polyfactory (⭐1.4k) - mock data generation library with support to classes (continuation of pydantic-factories)

Aug 14, 2015

HTML Manipulation

• pyquery (⭐2.4k) - A jQuery-like library for parsing HTML.

• xmltodict (⭐5.7k) - Working with XML feel like you are working with JSON.