Awesome Python

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

Inspired by  31127⭐   5084🍴 awesome-php).

• Awesome Python
  • Admin Panels
  • Algorithms and Design Patterns
  • ASGI Servers
  • Asynchronous Programming
  • Audio
  • Authentication
  • Build Tools
  • Built-in Classes Enhancement
  • Caching
  • ChatOps Tools
  • CMS
  • Code Analysis
  • Command-line Interface Development
  • Command-line Tools
  • Computer Vision
  • Configuration Files
  • Cryptography
  • Data Analysis
  • Data Validation
  • Data Visualization
  • Database Drivers
  • Database
  • Date and Time
  • Debugging Tools
  • Deep Learning
  • DevOps Tools
  • Distributed Computing
  • Distribution
  • Documentation
  • Downloader
  • Editor Plugins and IDEs
  • Email
  • Environment Management
  • File Manipulation
  • Functional Programming
  • Game Development
  • Geolocation
  • GUI Development
  • Hardware
  • HTML Manipulation
  • HTTP Clients
  • Image Processing
  • Implementations
  • Interactive Interpreter
  • Internationalization
  • Job Scheduler
  • Logging
  • Machine Learning
  • Miscellaneous
  • Natural Language Processing
  • Network Virtualization
  • News Feed
  • ORM
  • Package Management
  • Package Repositories
  • Penetration testing
  • Permissions
  • Processes
  • Recommender Systems
  • Refactoring
  • RESTful API
  • Robotics
  • RPC Servers
  • Science
  • Search
  • Serialization
  • Serverless Frameworks
  • Shell
  • Specific Formats Processing
  • Static Site Generator
  • Tagging
  • Task Queues
  • Template Engine
  • Testing
  • Text Processing
  • Third-party APIs
  • URL Manipulation
  • Video
  • Web Asset Management
  • Web Content Extracting
  • Web Crawling
  • Web Frameworks
  • WebSocket
  • WSGI Servers
• Resources
  • Newsletters
  • Podcasts
• Contributing

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Admin Panels

Libraries for administrative interfaces.

•   7601⭐    850🍴 ajenti) - The admin panel your servers deserve.
•   3792⭐    655🍴 django-grappelli) - A jazzy skin for the Django Admin-Interface.
•   5823⭐   1583🍴 flask-admin) - Simple and extensible administrative interface framework for Flask.
•   6541⭐   1102🍴 flower) - Real-time monitor and web admin for Celery.
•   1667⭐    157🍴 jet-bridge) - Admin panel framework for any application with nice UI (ex Jet Django).
•   2146⭐    187🍴 wooey) - A Django app which creates automatic web UIs for Python scripts.
•  36441⭐   3137🍴 streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.

Algorithms and Design Patterns

Python implementation of data structures, algorithms and design patterns. Also see  21251⭐   2688🍴 awesome-algorithms).

• Algorithms
  •  24180⭐   4621🍴 algorithms) - Minimal examples of data structures and algorithms.
  •   2849⭐    614🍴 python-ds) - A collection of data structure and algorithms for coding interviews.
  •   3601⭐    205🍴 sortedcontainers) - Fast and pure-Python implementation of sorted collections.
  • 195997⭐  46035🍴 thealgorithms) - All Algorithms implemented in Python.
• Design Patterns
  •   2279⭐    151🍴 pypattyrn) - A simple yet effective library for implementing common design patterns.
  •  40695⭐   6946🍴 python-patterns) - A collection of design patterns in Python.
  •   5840⭐    528🍴 transitions) - A lightweight, object-oriented finite state machine implementation.

ASGI Servers

🌎 ASGI-compatible web servers.*

•   2427⭐    272🍴 daphne) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
•   8728⭐    753🍴 uvicorn) - A lightning-fast ASGI server implementation, using uvloop and httptools.
•   1204⭐    106🍴 hypercorn) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.

Asynchronous Programming

Libraries for asynchronous, concurrent and parallel execution. Also see   4671⭐    322🍴 awesome-asyncio).

• 🌎 asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
  •   4671⭐    322🍴 awesome-asyncio)
• 🌎 concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
• 🌎 multiprocessing - (Python standard library) Process-based parallelism.
•   6287⭐    344🍴 trio) - A friendly library for async concurrency and I/O.
•   5655⭐   1178🍴 twisted) - An event-driven networking engine.
•  10534⭐    550🍴 uvloop) - Ultra fast asyncio event loop.
•   1245⭐    327🍴 eventlet) - Asynchronous framework with WSGI support.
•   6277⭐    939🍴 gevent) - A coroutine-based Python networking library that uses   1664⭐    246🍴 greenlet).

Audio

Libraries for manipulating audio and its metadata.

• Audio
  •    499⭐    108🍴 audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
  •   2951⭐    122🍴 audioFlux) - A library for audio and music analysis, feature extraction.
  •   6467⭐   1440🍴 dejavu) - Audio fingerprinting and recognition.
  •    926⭐    145🍴 kapre) - Keras Audio Preprocessors.
  •   7264⭐    971🍴 librosa) - Python library for audio and music analysis.
  •   1871⭐    188🍴 matchering) - A library for automated reference audio mastering.
  • mingus - An advanced music theory and notation package with MIDI file and playback support.
  •   5936⭐   1202🍴 pyaudioanalysis) - Audio feature extraction, classification, segmentation and applications.
  •   9056⭐   1055🍴 pydub) - Manipulate audio with a simple and easy high level interface.
  •    376⭐     59🍴 timeside) - Open web audio processing framework.
• Metadata
  •  13051⭐   1829🍴 beets) - A music library manager and 🌎 MusicBrainz tagger.
  •    554⭐     59🍴 eyed3) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
  •   1597⭐    157🍴 mutagen) - A Python module to handle audio metadata.
  •    718⭐    102🍴 tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.

Authentication

Libraries for implementing authentications schemes.

• OAuth
  •   4623⭐    467🍴 authlib) - JavaScript Object Signing and Encryption draft implementation.
  •   9664⭐   3057🍴 django-allauth) - Authentication app for Django that "just works."
  •   3172⭐    795🍴 django-oauth-toolkit) - OAuth 2 goodies for Django.
  •   2840⭐    486🍴 oauthlib) - A generic and thorough implementation of the OAuth request-signing logic.
• JWT
  •   5217⭐    694🍴 pyjwt) - JSON Web Token implementation in Python.
  •      ?⭐      ?🍴 python-jose) - A JOSE implementation in Python.

Build Tools

Compile software from source code.

•    438⭐    253🍴 bitbake) - A make-like build tool for embedded Linux.
•    579⭐    173🍴 buildout) - A build system for creating, assembling and deploying applications from multiple parts.
•   8045⭐    802🍴 platformio) - A console tool to build code with different development platforms.
•   1750⭐    253🍴 pybuilder) - A continuous build tool written in pure Python.
•   2128⭐    320🍴 scons) - A software construction tool.

Built-in Classes Enhancement

Libraries for enhancing Python built-in classes.

•   5338⭐    379🍴 attrs) - Replacement for __init__, __eq__, __repr__, etc. boilerplate in class definitions.
•   1486⭐     62🍴 bidict) - Efficient, Pythonic bidirectional map data structures and related functionality..
•   2654⭐    108🍴 box) - Python dictionaries with advanced dot notation access.
• 🌎 dataclasses - (Python standard library) Data classes.
•    194⭐     25🍴 dotteddict) - A library that provides a method of accessing lists and dicts with a dotted path notation.

CMS

Content Management Systems.

•    960⭐    232🍴 feincms) - One of the most advanced Content Management Systems built on Django.
•   1802⭐    437🍴 indico) - A feature-rich event management system, made @ 🌎 CERN.
•  18586⭐   3932🍴 wagtail) - A Django content management system.

Caching

Libraries for caching data.

•    523⭐    143🍴 beaker) - A WSGI middleware for sessions and caching.
•    876⭐    160🍴 django-cache-machine) - Automatic caching and invalidation for Django models.
•   2139⭐    230🍴 django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation.
•    253⭐     47🍴 dogpile.cache) - dogpile.cache is a next generation replacement for Beaker made by the same authors.
• 🌎 hermescache - Python caching library with tag-based invalidation and dogpile effect prevention.
•    479⭐    137🍴 pylibmc) - A Python wrapper around the 🌎 libmemcached interface.
•   2426⭐    138🍴 python-diskcache) - SQLite and file backed cache backend with faster lookups than memcached and redis.

ChatOps Tools

Libraries for chatbot development.

•      ?⭐      ?🍴 errbot) - The easiest and most popular chatbot to implement ChatOps.

Code Analysis

Tools of static analysis, linters and code quality checkers. Also see  13462⭐   1362🍴 awesome-static-analysis).

• Code Analysis
  •   4060⭐    299🍴 code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
  •   1965⭐    172🍴 prospector) - A tool to analyse Python code.
  •   3583⭐    158🍴 vulture) - A tool for finding and analysing dead Python code.
• Code Linters
  •   3490⭐    310🍴 flake8) - A wrapper around pycodestyle, pyflakes and McCabe.
    •   1230⭐     52🍴 awesome-flake8-extensions)
  •   5357⭐   1147🍴 pylint) - A fully customizable source code analyzer.
• Code Formatters
  •  39373⭐   2483🍴 black) - The uncompromising Python code formatter.
  •   6546⭐    584🍴 isort) - A Python utility / library to sort imports.
  •  13813⭐    891🍴 yapf) - Yet another Python code formatter from Google.
• Static Type Checkers, also see   1747⭐     69🍴 awesome-python-typing)
  •  18730⭐   2873🍴 mypy) - Check variable types during compile time.
  •   6889⭐    439🍴 pyre-check) - Performant type checking.
  •   4438⭐   1771🍴 typeshed) - Collection of library stubs for Python, with static types.
• Static Type Annotations Generators
  •   4811⭐    176🍴 monkeytype) - A system for Python that generates static type annotations by collecting runtime types.
  •   4798⭐    282🍴 pytype) - Pytype checks and infers types for Python code - without requiring type annotations.

Command-line Interface Development

Libraries for building command-line applications.

• Command-line Application Development
  •   1256⭐    117🍴 cement) - CLI Application Framework for Python.
  •      ?⭐      ?🍴 click) - A package for creating beautiful command line interfaces in a composable way.
  •    237⭐     53🍴 cliff) - A framework for creating command-line programs with multi-level commands.
  •  27286⭐   1448🍴 python-fire) - A library for creating command line interfaces from absolutely any Python object.
  •   9454⭐    724🍴 python-prompt-toolkit) - A library for building powerful interactive command lines.
• Terminal Rendering
  •   5626⭐    211🍴 alive-progress) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
  •   3673⭐    241🍴 asciimatics) - A package to create full-screen text UIs (from interactive forms to ASCII animations).
  •   1873⭐    141🍴 bashplotlib) - Making basic plots in the terminal.
  •   3587⭐    256🍴 colorama) - Cross-platform colored terminal text.
  •  50121⭐   1753🍴 rich) - Python library for rich text and beautiful formatting in the terminal. Also provides a great RichHandler log handler.
  •  28998⭐   1366🍴 tqdm) - Fast, extensible progress bar for loops and CLI.

Command-line Tools

Useful CLI-based tools for productivity.

• Productivity Tools
  •   2129⭐    185🍴 copier) - A library and command-line utility for rendering projects templates.
  •  22838⭐   2014🍴 cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates).
  •   3462⭐     99🍴 doitlive) - A tool for live presentations in the terminal.
  •  10634⭐    869🍴 howdoi) - Instant coding answers via the command line.
  •   4437⭐    371🍴 invoke) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
  •   5138⭐    279🍴 pathpicker) - Select files out of bash output.
  •  88210⭐   3537🍴 thefuck) - Correcting your previous console command.
  •   4123⭐    233🍴 tmuxp) - A  35888⭐   2144🍴 tmux) session manager.
  •    725⭐     33🍴 try) - A dead simple CLI to try out python packages - it's never been easier.
• CLI Enhancements
  •  34255⭐   3688🍴 httpie) - A command line HTTP client, a user-friendly cURL replacement.
  •   2579⭐    113🍴 iredis) - Redis CLI with autocompletion and syntax highlighting.
  •   2852⭐     81🍴 litecli) - SQLite CLI with autocompletion and syntax highlighting.
  •  11532⭐    664🍴 mycli) - MySQL CLI with autocompletion and syntax highlighting.
  •  12207⭐    555🍴 pgcli) - PostgreSQL CLI with autocompletion and syntax highlighting.

Computer Vision

Libraries for Computer Vision.

•  25006⭐   3200🍴 easyocr) - Ready-to-use OCR with 40+ languages supported.
•      ?⭐      ?🍴 kornia) - Open Source Differentiable Computer Vision Library for PyTorch.
• 🌎 opencv - Open Source Computer Vision Library.
•   5933⭐    725🍴 pytesseract) - A wrapper for Google Tesseract OCR.
•   2029⭐    255🍴 tesserocr) - Another simple, Pillow-friendly, wrapper around the tesseract-ocr API for OCR.

Configuration Files

Libraries for storing and parsing configuration options.

• 🌎 configparser - (Python standard library) INI file parser.
•    321⭐     76🍴 configobj) - INI file parser with validation.
•   8922⭐    645🍴 hydra) - Hydra is a framework for elegantly configuring complex applications.
•   2852⭐    198🍴 python-decouple) - Strict separation of settings from code.

Cryptography

•   6753⭐   1548🍴 cryptography) - A package designed to expose cryptographic primitives and recipes to Python developers.
•   9199⭐   2001🍴 paramiko) - The leading native Python SSHv2 protocol library.
•   1082⭐    232🍴 pynacl) - Python binding to the Networking and Cryptography (NaCl) library.

Data Analysis

Libraries for data analyzing.

• pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
•   3956⭐    700🍴 aws-sdk-pandas) - Pandas on AWS.
•   9659⭐    700🍴 datasette) - An open source multi-tool for exploring and publishing data.
•   1487⭐    232🍴 optimus) - Agile Data Science Workflows made easy with PySpark.

Data Validation

Libraries for validating data. Used for forms in many cases.

•   3179⭐    240🍴 cerberus) - A lightweight and extensible data validation library.
•    452⭐    145🍴 colander) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
•   4651⭐    581🍴 jsonschema) - An implementation of JSON Schema for Python.
•   2894⭐    215🍴 schema) - A library for validating Python data structures.
•   2582⭐    290🍴 schematics) - Data Structure Validation.
•   1825⭐    219🍴 voluptuous) - A Python data validation library.
•  21817⭐   1944🍴 pydantic) - Data validation using Python type hints.

Data Visualization

Libraries for visualizing data. Also see  33806⭐   4429🍴 awesome-javascript).

•   9482⭐    794🍴 altair) - Declarative statistical visualization library for Python.
•  19498⭐   4200🍴 bokeh) - Interactive Web Plotting for Python.
•   3641⭐    466🍴 bqplot) - Interactive Plotting Library for the Jupyter Notebook.
•   1448⭐    370🍴 cartopy) - A cartographic python library with matplotlib support.
•  40025⭐   2556🍴 diagrams) - Diagram as Code.
•  20511⭐   7690🍴 matplotlib) - A Python 2D plotting library.
•   4089⭐    228🍴 plotnine) - A grammar of graphics for Python based on ggplot2.
•   2675⭐    413🍴 pygal) - A Python SVG Charts Creator.
•      ?⭐      ?🍴 pygraphviz) - Python interface to Graphviz.
•   3927⭐   1110🍴 pyqtgraph) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
•  12707⭐   1945🍴 seaborn) - Statistical data visualization using Matplotlib.
•   3344⭐    619🍴 vispy) - High-performance scientific visualization based on OpenGL.

Database

Databases implemented in Python.

•    929⭐    124🍴 pickleDB) - A simple and lightweight key-value store for Python.
•   6892⭐    551🍴 tinydb) - A tiny, document-oriented database.
•    691⭐     92🍴 zodb) - A native object database for Python. A key-value and object graph database.

Database Drivers

Libraries for connecting and operating databases.

• MySQL - awesome-mysql
  •   2462⭐    436🍴 mysqlclient) - MySQL connector with Python 3 support 🌎 mysql-python fork).
  •   7694⭐   1425🍴 pymysql) - A pure Python MySQL driver compatible to mysql-python.
• PostgreSQL -  10149⭐    816🍴 awesome-postgres)
  •   1820⭐    169🍴 psycopg) - The most popular PostgreSQL adapter for Python.
• SQlite -    338⭐     36🍴 awesome-sqlite)
  • 🌎 sqlite3 - (Python standard library) SQlite interface compliant with DB-API 2.0.
  •   1717⭐    115🍴 sqlite-utils) - Python CLI utility and library for manipulating SQLite databases.
• Other Relational Databases
  •    843⭐    310🍴 pymssql) - A simple database interface to Microsoft SQL Server.
  •   1225⭐    214🍴 clickhouse-driver) - Python driver with native interface for ClickHouse.
• NoSQL Databases
  •   1394⭐    543🍴 cassandra-driver) - The Python Driver for Apache Cassandra.
  •    609⭐    163🍴 happybase) - A developer-friendly library for Apache HBase.
  •   5658⭐   1410🍴 kafka-python) - The Python client for Apache Kafka.
  •   4168⭐   1110🍴 pymongo) - The official Python client for MongoDB.
  •   2447⭐    208🍴 motor) - The async Python driver for MongoDB.
  •  12761⭐   2535🍴 redis-py) - The Python client for Redis.

Date and Time

Libraries for working with dates and times.

•   8762⭐    687🍴 arrow) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
•   2395⭐    490🍴 dateutil) - Extensions to the standard Python 🌎 datetime module.
•   6314⭐    386🍴 pendulum) - Python datetimes made easy.
• 🌎 pytz - World timezone definitions, modern and historical. Brings the 🌎 tz database into Python.

Debugging Tools

Libraries for debugging code.

• pdb-like Debugger
  •   1872⭐    147🍴 ipdb) - IPython-enabled 🌎 pdb.
  •   3010⭐    230🍴 pudb) - A full-screen, console-based Python debugger.
• Tracing
  •    373⭐     24🍴 manhole) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
  •    804⭐     47🍴 python-hunter) - A flexible code tracing toolkit.
• Profiler
  •  13068⭐    437🍴 py-spy) - A sampling profiler for Python programs. Written in Rust.
  •   3957⭐    153🍴 vprof) - Visual Python profiler.
• Others
  •   8134⭐   1049🍴 django-debug-toolbar) - Display various debug information for Django.
  •    955⭐    146🍴 flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
  •   9381⭐    193🍴 icecream) - Inspect variables, expressions, and program execution with a single, simple function call.
  •   2046⭐    514🍴 pyelftools) - Parsing and analyzing ELF files and DWARF debugging information.

Deep Learning

Frameworks for Neural Networks and Deep Learning. Also see  24495⭐   6070🍴 awesome-deep-learning).

•  62281⭐  19480🍴 keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
•  85355⭐  22985🍴 pytorch) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
•  28700⭐   3411🍴 pytorch-lightning) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
•   9415⭐   1734🍴 stable-baselines3) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
• 187018⭐  74375🍴 tensorflow) - The most popular Deep Learning framework created by Google.
•   9910⭐   2488🍴 theano) - A library for fast numerical computation.

DevOps Tools

Software and libraries for DevOps.

• Configuration Management
  •  63512⭐  23935🍴 ansible) - A radically simple IT automation platform.
  •   3052⭐    897🍴 cloudinit) - A multi-distribution package that handles early initialization of a cloud instance.
  • 🌎 openstack - Open source software for building private and public clouds.
  •   3989⭐    386🍴 pyinfra) - A versatile CLI tools and python libraries to automate infrastructure.
  •  14259⭐   5487🍴 saltstack) - Infrastructure automation and management system.
• SSH-style Deployment
  •   1259⭐    156🍴 cuisine) - Chef-like functionality for Fabric.
  •  14969⭐   1938🍴 fabric) - A simple, Pythonic tool for remote execution and deployment.
• Process Management
  •   8573⭐   1253🍴 supervisor) - Supervisor process control system for UNIX.
• Monitoring
  •  10374⭐   1385🍴 psutil) - A cross-platform process and system utilities module.
• Backup
  •  11349⭐    752🍴 borg) - A deduplicating archiver with compression and encryption.

Distributed Computing

Frameworks and libraries for Distributed Computing.

• Batch Processing
  •  12765⭐   1729🍴 dask) - A flexible parallel computing library for analytic computing.
  •  17995⭐   2403🍴 luigi) - A module that helps you build complex pipelines of batch jobs.
  •  40251⭐  28412🍴 PySpark) - 🌎 Apache Spark Python API.
  •      ?⭐      ?🍴 Ray) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
• Stream Processing
  •   6756⭐    534🍴 faust) - A stream processing library, porting the ideas from 🌎 Kafka Streams to Python.
  •   1495⭐    218🍴 streamparse) - Run Python code against real-time streams of data via Apache Storm.

Distribution

Libraries to create packaged executables for release distribution.

•    365⭐     36🍴 py2app) - Freezes Python scripts (Mac OS X).
•    890⭐    101🍴 py2exe) - Freezes Python scripts (Windows).
•   3792⭐    295🍴 pyarmor) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
•  12038⭐   1953🍴 pyinstaller) - Converts Python programs into stand-alone executables (cross-platform).
•   1777⭐     99🍴 shiv) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.

Documentation

Libraries for generating project documentation.

•      ?⭐      ?🍴 sphinx) - Python Documentation generator.
  •    935⭐     71🍴 awesome-sphinxdoc)
•   1994⭐    197🍴 pdoc) - Epydoc replacement to auto generate API documentation for Python libraries.

Downloader

Libraries for downloading.

•   9872⭐   1967🍴 akshare) - A financial data interface library, built for human beings!
•   4617⭐    906🍴 s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
•      ?⭐      ?🍴 youtube-dl) - A command-line program to download videos from YouTube and other video sites.

Editor Plugins and IDEs

• Emacs
  •   1904⭐    261🍴 elpy) - Emacs Python Development Environment.
• Vim
  •   5297⭐    373🍴 jedi-vim) - Vim bindings for the Jedi auto-completion library for Python.
  •   5455⭐    776🍴 python-mode) - An all in one plugin for turning Vim into a Python IDE.
  •  25512⭐   2808🍴 YouCompleteMe) - Includes   5845⭐    511🍴 Jedi)-based completion engine for Python.
• Visual Studio
  •   2533⭐    676🍴 PTVS) - Python Tools for Visual Studio.
• Visual Studio Code
  • 🌎 Python - The official VSCode extension with rich support for Python.
• IDE
  • 🌎 PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
  •   8424⭐   1633🍴 spyder) - Open Source Python IDE.

Email

Libraries for sending and parsing email.

• Mail Servers
  •   3101⭐    407🍴 modoboa) - A mail hosting and management platform including a modern Web UI.
  •    649⭐     71🍴 salmon) - A Python Mail Server.
• Clients
  •   1187⭐    191🍴 imbox) - Python IMAP for Humans.
  •   2670⭐    265🍴 yagmail) - Yet another Gmail/SMTP client.
• Others
  •   1634⭐    204🍴 flanker) - An email address and Mime parsing library.
  •    277⭐     62🍴 mailer) - High-performance extensible mail delivery framework.

Environment Management

Libraries for Python version and virtual environment management.

•  40049⭐   3077🍴 pyenv) - Simple Python version management.
•   4848⭐   1030🍴 virtualenv) - A tool to create isolated Python environments.

File Manipulation

Libraries for file manipulation.

• 🌎 mimetypes - (Python standard library) Map filenames to MIME types.
• 🌎 pathlib - (Python standard library) An cross-platform, object-oriented path library.
•   1108⭐    146🍴 path.py) - A module wrapper for 🌎 os.path.
•   2680⭐    285🍴 python-magic) - A Python interface to the libmagic file type identification library.
•   6697⭐    701🍴 watchdog) - API and shell utilities to monitor file system events.

Functional Programming

Functional Programming with Python.

•   4119⭐    126🍴 coconut) - A variant of Python built for simple, elegant, Pythonic functional programming.
•   3396⭐    146🍴 funcy) - A fancy and practical functional tools.
•   3769⭐    291🍴 more-itertools) - More routines for operating on iterables, beyond itertools.
•   3716⭐    120🍴 returns) - A set of type-safe monads, transformers, and composition utilities.
•      ?⭐      ?🍴 cytoolz) - Cython implementation of Toolz: High performance functional utilities.
•   4736⭐    266🍴 toolz) - A collection of functional utilities for iterators, functions, and dictionaries.

GUI Development

Libraries for working with graphical user interface applications.

• 🌎 curses - Built-in wrapper for ncurses used to create terminal GUI applications.
•   6539⭐    592🍴 Eel) - A library for making simple Electron-like offline HTML/JS GUI apps.
•   1543⭐    132🍴 enaml) - Creating beautiful user-interfaces with Declarative Syntax like QML.
•   3291⭐    261🍴 Flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
•  20740⭐   1023🍴 Gooey) - Turn command line programs into a full GUI application with one line.
• 🌎 kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
•   1919⭐    307🍴 pyglet) - A cross-platform windowing and multimedia library for Python.
• 🌎 PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
• 🌎 PyQt - Python bindings for the 🌎 Qt cross-platform application and UI framework.
•  13498⭐   1830🍴 PySimpleGUI) - Wrapper for tkinter, Qt, WxPython and Remi.
•      ?⭐      ?🍴 pywebview) - A lightweight cross-platform native wrapper around a webview component.
• 🌎 Tkinter - Tkinter is Python's de-facto standard GUI package.
•   4431⭐    687🍴 Toga) - A Python native, OS native GUI toolkit.
• urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
• 🌎 wxPython - A blending of the wxWidgets C++ class library with the Python.
•      ?⭐      ?🍴 DearPyGui) - A Simple GPU accelerated Python GUI framework

GraphQL

Libraries for working with GraphQL.

•      ?⭐      ?🍴 graphene) - GraphQL framework for Python.

Game Development

Awesome game development libraries.

• 🌎 Arcade - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
• 🌎 Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
• Harfang3D - Python framework for 3D, VR and game development.
• 🌎 Panda3D - 3D game engine developed by Disney.
• Pygame - Pygame is a set of Python modules designed for writing games.
• PyOgre - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
• PyOpenGL - Python ctypes bindings for OpenGL and it's related APIs.
• 🌎 PySDL2 - A ctypes based wrapper for the SDL2 library.
• 🌎 RenPy - A Visual Novel engine.

Geolocation

Libraries for geocoding addresses and working with latitudes and longitudes.

•   1448⭐    291🍴 django-countries) - A Django app that provides a country field for models and forms.
• 🌎 geodjango - A world-class geographic web framework.
•    928⭐    122🍴 geojson) - Python bindings and utilities for GeoJSON.
•   4533⭐    650🍴 geopy) - Python Geocoding Toolbox.

HTML Manipulation

Libraries for working with HTML and XML.

• 🌎 beautifulsoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
•   2663⭐    250🍴 bleach) - A whitelist-based HTML sanitization and text linkification library.
• 🌎 cssutils - A CSS library for Python.
•   1145⭐    286🍴 html5lib) - A standards-compliant library for parsing and serializing HTML documents and fragments.
• lxml - A very fast, easy-to-use and versatile library for handling HTML and XML.
•    637⭐    156🍴 markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python.
•   2302⭐    182🍴 pyquery) - A jQuery-like library for parsing HTML.
•    618⭐     84🍴 untangle) - Converts XML documents to Python objects for easy access.
• WeasyPrint - A visual rendering engine for HTML and CSS that can export to PDF.
• 🌎 xmldataset - Simple XML Parsing.
•   5540⭐    463🍴 xmltodict) - Working with XML feel like you are working with JSON.

HTTP Clients

Libraries for working with HTTP.

•  13497⭐    858🍴 httpx) - A next generation HTTP client for Python.
•  52322⭐   9338🍴 requests) - HTTP Requests for Humans.
•    590⭐    140🍴 treq) - Python requests like API built on top of Twisted's HTTP client.
•   3823⭐   1163🍴 urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.

Hardware

Libraries for programming with hardware.

•   3822⭐    433🍴 keyboard) - Hook and simulate global keyboard events on Windows and Linux.
•    910⭐    137🍴 mouse) - Hook and simulate global mouse events on Windows and Linux.
•   1844⭐    251🍴 pynput) - A library to control and monitor input devices.
•  10910⭐   2051🍴 scapy) - A brilliant packet manipulation library.

Image Processing

Libraries for manipulating images.

•  12421⭐   2242🍴 pillow) - Pillow is the friendly PIL fork.
•    583⭐    124🍴 python-barcode) - Create barcodes in Python with no extra dependencies.
• pymatting - A library for alpha matting.
•   4484⭐    693🍴 python-qrcode) - A pure Python QR Code generator.
•   8490⭐    333🍴 pywal) - A tool that generates color schemes from images.
•    658⭐     49🍴 pyvips) - A fast image processing library with low memory needs.
•   1186⭐    149🍴 quads) - Computer art based on quadtrees.
• scikit-image - A Python library for (scientific) image processing.
•  10127⭐    831🍴 thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
•   1422⭐    200🍴 wand) - Python bindings for MagickWand, C API for ImageMagick.

Implementations

Implementations of Python.

•  64479⭐  30778🍴 cpython) - Default, most widely used implementation of the Python programming language written in C.
•   9654⭐   1496🍴 cython) - Optimizing Static Compiler for Python.
•    369⭐     35🍴 clpython) - Implementation of the Python programming language written in Common Lisp.
•   2535⭐    292🍴 ironpython) - Implementation of the Python programming language written in C#.
•  19626⭐   7877🍴 micropython) - A lean and efficient Python programming language implementation.
•  10093⭐   1136🍴 numba) - Python JIT compiler to LLVM aimed at scientific Python.
•   1989⭐    162🍴 peachpy) - x86-64 assembler embedded in Python.
• 🌎 pypy - A very fast and compliant implementation of the Python language.
•      ?⭐      ?🍴 pyston) - A Python implementation using JIT techniques.

Interactive Interpreter

Interactive Python interpreters (REPL).

•   2655⭐    241🍴 bpython) - A fancy interface to the Python interpreter.
• 🌎 Jupyter Notebook (IPython) - A rich toolkit to help you make the most out of using Python interactively.
  •   4104⭐    423🍴 awesome-jupyter)
•   5247⭐    284🍴 ptpython) - Advanced Python REPL built on top of the   9454⭐    724🍴 python-prompt-toolkit).

Internationalization

Libraries for working with i18n.

• Babel - An internationalization library for Python.
•    133⭐     49🍴 PyICU) - A wrapper of International Components for Unicode C++ library (ICU).

Job Scheduler

Libraries for scheduling jobs.

• 🌎 Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
• APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
•    842⭐    280🍴 django-schedule) - A calendaring app for Django.
• doit - A task runner and build tool.
•    766⭐     71🍴 gunnery) - Multipurpose task execution tool for distributed systems with web-based interface.
• 🌎 Joblib - A set of tools to provide lightweight pipelining in Python.
•   1175⭐     98🍴 Plan) - Writing crontab file in Python like a charm.
•  17891⭐   1673🍴 Prefect) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
•  11901⭐    968🍴 schedule) - Python job scheduling for humans.
•   1714⭐    314🍴 Spiff) - A powerful workflow engine implemented in pure Python.
• 🌎 TaskFlow - A Python library that helps to make task execution easy, consistent and reliable.

Logging

Libraries for generating and working with logs.

• logbook - Logging replacement for Python.
• 🌎 logging - (Python standard library) Logging facility for Python.
•  20399⭐    707🍴 loguru) - Library which aims to bring enjoyable logging in Python.
•   1945⭐    514🍴 sentry-python) - Sentry SDK for Python.
• 🌎 structlog - Structured logging made easy.

Machine Learning

Libraries for Machine Learning. Also see  66490⭐  14702🍴 awesome-machine-learning).

•  35038⭐   8613🍴 gym) - A toolkit for developing and comparing reinforcement learning algorithms.
•   6971⭐   2005🍴 H2O) - Open Source Fast Scalable Machine Learning Platform.
•   1634⭐    454🍴 Metrics) - Machine learning evaluation metrics.
•   6340⭐   1556🍴 NuPIC) - Numenta Platform for Intelligent Computing.
• scikit-learn - The most popular Python library for Machine Learning.
• Spark ML - Apache Spark's scalable Machine Learning library.
•    166⭐     30🍴 vowpal_porpoise) - A lightweight Python wrapper for      ?⭐      ?🍴 Vowpal Wabbit).
•  26440⭐   8737🍴 xgboost) - A scalable, portable, and distributed gradient boosting library.
•  26996⭐   4891🍴 MindsDB) - 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.

Microsoft Windows

Python programming on Microsoft Windows.

• Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
• pythonlibs - Unofficial Windows binaries for Python extension packages.
•   4848⭐    720🍴 PythonNet) - Python Integration with the .NET Common Language Runtime (CLR).
•   5116⭐    807🍴 PyWin32) - Python Extensions for Windows.
• 🌎 WinPython - Portable development environment for Windows 7/8.

Miscellaneous

Useful libraries or tools that don't fit in the categories above.

•   1816⭐    181🍴 blinker) - A fast Python in-process signal/event dispatching system.
•   6544⭐    353🍴 boltons) - A set of pure-Python utilities.
•   2948⭐    223🍴 itsdangerous) - Various helpers to pass trusted data to untrusted environments.
•  19256⭐   3748🍴 magenta) - A tool to generate music and art using artificial intelligence.
•   1126⭐    143🍴 pluginbase) - A simple but flexible plugin system for Python.
• tryton - A general purpose business framework.

Natural Language Processing

Libraries for working with human languages.

• General
  •  15757⭐   4385🍴 gensim) - Topic Modeling for Humans.
  •   2336⭐    319🍴 langid.py) - Stand-alone language identification system.
  • nltk - A leading platform for building Python programs to work with human language data.
  •   8767⭐   1579🍴 pattern) - A web mining module.
  •   2315⭐    337🍴 polyglot) - Natural language pipeline supporting hundreds of languages.
  •   6334⭐    802🍴 pytext) - A natural language modeling framework based on PyTorch.
  •   2216⭐    257🍴 PyTorch-NLP) - A toolkit enabling rapid deep learning NLP prototyping for research.
  • 🌎 spacy - A library for industrial-strength natural language processing in Python and Cython.
  •   7329⭐    895🍴 Stanza) - The Stanford NLP Group's official Python library, supporting 60+ languages.
• Chinese
  •  70156⭐  14611🍴 funNLP) - A collection of tools and datasets for Chinese NLP.
  •  33540⭐   6724🍴 jieba) - The most popular Chinese text segmentation library.
  •   6573⭐    988🍴 pkuseg-python) - A toolkit for Chinese word segmentation in various domains.
  •   6461⭐   1369🍴 snownlp) - A library for processing Chinese text.

Network Virtualization

Tools and libraries for Virtual Networking and SDN (Software Defined Networking).

•   5437⭐   1759🍴 mininet) - A popular network emulator and API written in Python.
•   2272⭐    555🍴 napalm) - Cross-vendor API to manipulate network devices.
•    630⭐    474🍴 pox) - A Python-based SDN control applications, such as OpenFlow SDN controllers.

News Feed

Libraries for building user's activities.

•   2391⭐    485🍴 django-activity-stream) - Generating generic activity streams from the actions on your site.
•   4733⭐    538🍴 Stream Framework) - Building news feed and notification systems using Cassandra and Redis.

ORM

Libraries that implement Object-Relational Mapping or data mapping techniques.

• Relational Databases
  • 🌎 Django Models - The Django ORM.
  • 🌎 SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
    •   2863⭐    146🍴 awesome-sqlalchemy)
  •   4786⭐    297🍴 dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
  •   1423⭐    174🍴 orator) - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
  •   1782⭐     99🍴 orm) - An async ORM.
  •  11292⭐   1370🍴 peewee) - A small, expressive ORM.
  •      ?⭐      ?🍴 pony) - ORM that provides a generator-oriented interface to SQL.
  •      ?⭐      ?🍴 pydal) - A pure Python Database Abstraction Layer.
• NoSQL Databases
  •    289⭐     32🍴 hot-redis) - Rich Python data types for Redis.
  •   4271⭐   1232🍴 mongoengine) - A Python Object-Document-Mapper for working with MongoDB.
  •   2469⭐    427🍴 PynamoDB) - A Pythonic interface for 🌎 Amazon DynamoDB.
  •    438⭐     78🍴 redisco) - A Python Library for Simple Models and Containers Persisted in Redis.

Package Management

Libraries for package and dependency management.

• 🌎 pip - The package installer for Python.
  •   7801⭐    612🍴 pip-tools) - A set of tools to keep your pinned Python dependencies fresh.
  • 🌎 PyPI
•      ?⭐      ?🍴 conda) - Cross-platform, Python-agnostic binary package manager.
•  32091⭐   2287🍴 poetry) - Python dependency management and packaging made easy.

Package Repositories

Local PyPI repository server and proxies.

•      ?⭐      ?🍴 bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
•    928⭐    138🍴 devpi) - PyPI server and packaging/testing/release tool.
•    396⭐    112🍴 localshop) - Local PyPI server (custom packages and auto-mirroring of pypi).
•   3622⭐    979🍴 warehouse) - Next generation Python Package Repository (PyPI).

Penetration Testing

Frameworks and tools for penetration testing.

•  10722⭐   2002🍴 fsociety) - A Penetration testing framework.
•  11183⭐   2809🍴 setoolkit) - A toolkit for social engineering.
•  32961⭐   5761🍴 sqlmap) - Automatic SQL injection and database takeover tool.

Permissions

Libraries that allow or deny users access to data or functionality.

•   3674⭐    567🍴 django-guardian) - Implementation of per object permissions for Django 1.2+
•   1877⭐    149🍴 django-rules) - A tiny but powerful app providing object-level permissions to Django, without requiring a database.

Processes

Libraries for starting and communicating with OS processes.

•   1707⭐     92🍴 delegator.py) - 🌎 Subprocesses for Humans 2.0.
• 🌎 sarge - Yet another wrapper for subprocess.
•   7000⭐    503🍴 sh) - A full-fledged subprocess replacement for Python.

Recommender Systems

Libraries for building recommender systems.

•  13365⭐   1180🍴 annoy) - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
•   1079⭐    206🍴 fastFM) - A library for Factorization Machines.
•   3592⭐    610🍴 implicit) - A fast Python implementation of collaborative filtering for implicit datasets.
•   1598⭐    460🍴 libffm) - A library for Field-aware Factorization Machine (FFM).
•   4800⭐    694🍴 lightfm) - A Python implementation of a number of popular recommendation algorithms.
•   2996⭐    425🍴 spotlight) - Deep recommender models using PyTorch.
•   6448⭐   1019🍴 Surprise) - A scikit for building and analyzing recommender systems.
•   1278⭐    220🍴 tensorrec) - A Recommendation Engine Framework in TensorFlow.

Refactoring

Refactoring tools and libraries for Python

• Bicycle Repair Man - Bicycle Repair Man, a refactoring tool for Python.
• 🌎 Bowler - Safe code refactoring for modern Python.
•   1977⭐    165🍴 Rope) - Rope is a python refactoring library.

RESTful API

Libraries for building RESTful APIs.

• Django
  •  28626⭐   6860🍴 django-rest-framework) - A powerful and flexible toolkit to build web APIs.
  •   3932⭐   1168🍴 django-tastypie) - Creating delicious APIs for Django apps.
• Flask
  •   6715⭐    744🍴 eve) - REST API framework powered by Flask, MongoDB and good intentions.
  •   1439⭐    188🍴 flask-api) - Browsable Web APIs for Flask.
  •   6861⭐   1041🍴 flask-restful) - Quickly building REST APIs for Flask.
• Pyramid
  •    384⭐    149🍴 cornice) - A RESTful framework for Pyramid.
• Framework agnostic
  •   9559⭐    946🍴 falcon) - A high-performance framework for building cloud APIs and web app backends.
  •  79015⭐   6764🍴 fastapi) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
  •   6866⭐    388🍴 hug) - A Python 3 framework for cleanly exposing APIs.
  •   2013⭐    214🍴 sandman2) - Automated REST APIs for existing database-driven systems.
  •  18171⭐   1559🍴 sanic) - A Python 3.6+ web server and web framework that's written to go fast.

Robotics

Libraries for robotics.

•  23853⭐   6619🍴 PythonRobotics) - This is a compilation of various robotics algorithms with visualizations.
• rospy - This is a library for ROS (Robot Operating System).

RPC Servers

RPC-compatible servers.

•   1589⭐    246🍴 RPyC) (Remote Python Call) - A transparent and symmetric RPC library for Python
•   3180⭐    383🍴 zeroRPC) - zerorpc is a flexible RPC implementation based on ZeroMQ and MessagePack.

Science

Libraries for scientific computing. Also see    296⭐     42🍴 Python-for-Scientists).

• astropy - A community Python library for Astronomy.
•    994⭐    353🍴 bcbio-nextgen) - Providing best-practice pipelines for fully automated high throughput sequencing analysis.
•    612⭐    242🍴 bccb) - Collection of useful code related to biological analysis.
• Biopython - Biopython is a set of freely available tools for biological computation.
• cclib - A library for parsing and interpreting the results of computational chemistry packages.
• Colour - Implementing a comprehensive number of colour theory transformations and algorithms.
•   2182⭐    247🍴 Karate Club) - Unsupervised machine learning toolbox for graph structured data.
• 🌎 NetworkX - A high-productivity software for complex networks.
• NIPY - A collection of neuroimaging toolkits.
• NumPy - A fundamental package for scientific computing with Python.
•      ?⭐      ?🍴 ObsPy) - A Python toolbox for seismology.
• 🌎 Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
• PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
•   8804⭐   2037🍴 PyMC) - Markov Chain Monte Carlo sampling toolkit.
• QuTiP - Quantum Toolbox in Python.
• RDKit - Cheminformatics and Machine Learning Software.
• 🌎 SciPy - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
• 🌎 SimPy - A process-based discrete-event simulation framework.
•  10299⭐   3199🍴 statsmodels) - Statistical modeling and econometrics in Python.
•  13160⭐   4500🍴 SymPy) - A Python library for symbolic mathematics.
•  17873⭐   4748🍴 Zipline) - A Pythonic algorithmic trading library.

Search

Libraries and software for indexing and performing search queries on data.

•   3630⭐   1305🍴 django-haystack) - Modular search for Django.
•   3849⭐    803🍴 elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch.
• 🌎 elasticsearch-py - The official low-level Python client for 🌎 Elasticsearch.
•    667⭐    341🍴 pysolr) - A lightweight Python wrapper for 🌎 Apache Solr.
• whoosh - A fast, pure Python search engine library.

Serialization

Libraries for serializing complex data types

•   7073⭐    631🍴 marshmallow) - A lightweight library for converting complex objects to and from simple Python datatypes.
•    650⭐     52🍴 pysimdjson) - A Python bindings for  19521⭐   1031🍴 simdjson).
•    508⭐     50🍴 python-rapidjson) - A Python wrapper around  14454⭐   3541🍴 RapidJSON).
•   4351⭐    365🍴 ultrajson) - A fast JSON decoder and encoder written in C with Python bindings.

Serverless Frameworks

Frameworks for developing serverless Python code.

•   1503⭐    225🍴 python-lambda) - A toolkit for developing and deploying Python code in AWS Lambda.
•   3374⭐    364🍴 Zappa) - A tool for deploying WSGI applications on AWS Lambda and API Gateway.

Shell

Shells based on Python.

•      ?⭐      ?🍴 xonsh) - A Python-powered, cross-platform, Unix-gazing shell language and command prompt.

Specific Formats Processing

Libraries for parsing and manipulating specific text formats.

• General
  •   4653⭐    596🍴 tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
• Office
  •   2053⭐    393🍴 docxtpl) - Editing a docx document by jinja2 template
  • 🌎 openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
  •   1221⭐    163🍴 pyexcel) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
  •   4715⭐   1141🍴 python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
  •   2530⭐    541🍴 python-pptx) - Python library for creating and updating PowerPoint (.pptx) files.
  •   2647⭐    376🍴 unoconv) - Convert between any document format supported by LibreOffice/OpenOffice.
  •   3683⭐    638🍴 XlsxWriter) - A Python module for creating Excel .xlsx files.
  •   3042⭐    505🍴 xlwings) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
  •   1042⭐    281🍴 xlwt) /   2162⭐    433🍴 xlrd) - Writing and reading data and formatting information from Excel files.
• PDF
  •   6083⭐    940🍴 pdfminer.six) - Pdfminer.six is a community maintained fork of the original PDFMiner.
  •   8573⭐   1432🍴 PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
  • 🌎 ReportLab - Allowing Rapid creation of rich PDF documents.
• Markdown
  •   2622⭐    249🍴 Mistune) - Fastest and full featured pure Python parsers of Markdown.
  •   3839⭐    865🍴 Python-Markdown) - A Python implementation of John Gruber’s Markdown.
• YAML
  • PyYAML - YAML implementations for Python.
• CSV
  •   6049⭐    606🍴 csvkit) - Utilities for converting to and working with CSV.
• Archive
  •    425⭐     56🍴 unp) - A command line tool that can unpack archives easily.

Static Site Generator

Static site generator is a software that takes some text + templates as input and produces HTML files on the output.

•   3865⭐    312🍴 lektor) - An easy to use static CMS and blog engine.
•      ?⭐      ?🍴 mkdocs) - Markdown friendly documentation generator.
•   1821⭐    304🍴 makesite) - Simple, lightweight, and magic-free static site/blog generator (< 130 lines).
•   2632⭐    456🍴 nikola) - A static website and blog generator.
•  12665⭐   1815🍴 pelican) - Static site generator that supports Markdown and reST syntax.

Tagging

Libraries for tagging items.

•   3348⭐    625🍴 django-taggit) - Simple tagging for Django.

Task Queues

Libraries for working with task queues.

• 🌎 celery - An asynchronous task queue/job queue based on distributed message passing.
•   4402⭐    318🍴 dramatiq) - A fast and reliable background task processing library for Python 3.
•   5277⭐    373🍴 huey) - Little multi-threaded task queue.
•    882⭐    116🍴 mrq) - A distributed worker task queue in Python using Redis & gevent.
•   9964⭐   1418🍴 rq) - Simple job queues for Python.

Template Engine

Libraries and tools for templating and lexing.

• 🌎 Genshi - Python templating toolkit for generation of web-aware output.
•  10484⭐   1618🍴 Jinja2) - A modern and designer friendly templating language.
• Mako - Hyperfast and lightweight templating for the Python platform.

Testing

Libraries for testing codebases and generating test data.

• Testing Frameworks
  •   7642⭐    588🍴 hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library.
  •    796⭐    132🍴 nose2) - The successor to nose, based on `unittest2.
  • 🌎 pytest - A mature full-featured Python testing tool.
  •  10077⭐   2354🍴 Robot Framework) - A generic test automation framework.
  • 🌎 unittest - (Python standard library) Unit testing framework.
• Test Runners
  •    794⭐     76🍴 green) - A clean, colorful test runner.
  • mamba - The definitive testing tool for Python. Born under the banner of BDD.
  • 🌎 tox - Auto builds and tests distributions in multiple Python versions
• GUI / Web Testing
  •  25306⭐   3005🍴 locust) - Scalable user load testing tool written in Python.
  •  10631⭐   1280🍴 PyAutoGUI) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
  •   2338⭐    165🍴 Schemathesis) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
  • 🌎 Selenium - Python bindings for Selenium WebDriver.
  •   1758⭐    184🍴 sixpack) - A language-agnostic A/B Testing framework.
  •   2727⭐    508🍴 splinter) - Open source tool for testing web applications.
• Mock
  • 🌎 doublex - Powerful test doubles framework for Python.
  •   4216⭐    269🍴 freezegun) - Travel through time by mocking the datetime module.
  •    467⭐     57🍴 httmock) - A mocking library for requests for Python 2.6+ and 3.2+.
  •   2116⭐    276🍴 httpretty) - HTTP request mock tool for Python.
  • 🌎 mock - (Python standard library) A mocking and patching library.
  •    286⭐     43🍴 mocket) - A socket mock framework with gevent/asyncio/SSL support.
  •   4186⭐    358🍴 responses) - A utility library for mocking out the requests Python library.
  •   2729⭐    389🍴 VCR.py) - Record and replay HTTP interactions on your tests.
• Object Factories
  •   3552⭐    399🍴 factory_boy) - A test fixtures replacement for Python.
  •    944⭐     96🍴 mixer) - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc.
  •    900⭐    141🍴 model_mommy) - Creating random fixtures for testing in Django.
• Code Coverage
  • 🌎 coverage - Code coverage measurement.
• Fake Data
  •   2284⭐    119🍴 fake2db) - Fake database generator.
  •  17881⭐   1940🍴 faker) - A Python package that generates fake data.
  •   4465⭐    338🍴 mimesis) - is a Python library that help you generate fake data.
  • 🌎 radar - Generate random datetime / time.

Text Processing

Libraries for parsing and manipulating plain texts.

• General
  •   2203⭐    259🍴 chardet) - Python 2/3 compatible character encoding detector.
  • 🌎 difflib - (Python standard library) Helpers for computing deltas.
  •   3833⭐    120🍴 ftfy) - Makes Unicode text less broken and more consistent automagically.
  •   9231⭐    876🍴 fuzzywuzzy) - Fuzzy String Matching.
  •      ?⭐      ?🍴 Levenshtein) - Fast computation of Levenshtein distance and string similarity.
  •    259⭐     26🍴 pangu.py) - Paranoid text spacing.
  •   1388⭐    138🍴 pyfiglet) - An implementation of figlet written in Python.
  •   4942⭐    616🍴 pypinyin) - Convert Chinese hanzi (漢字) to pinyin (拼音).
  •   3424⭐    251🍴 textdistance) - Compute distance between sequences with 30+ algorithms.
  • 🌎 unidecode - ASCII transliterations of Unicode text.
• Slugify
  •    485⭐     43🍴 awesome-slugify) - A Python slugify library that can preserve unicode.
  •   1491⭐    109🍴 python-slugify) - A Python slugify library that translates unicode to ASCII.
  •    321⭐     54🍴 unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency.
• Unique identifiers
  •   1413⭐    106🍴 hashids) - Implementation of hashids in Python.
  •   2090⭐    113🍴 shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
• Parser
  •   2809⭐    471🍴 ply) - Implementation of lex and yacc parsing tools for Python.
  • pygments - A generic syntax highlighter.
  •   2249⭐    282🍴 pyparsing) - A general purpose framework for generating parsers.
  •    661⭐    105🍴 python-nameparser) - Parsing human names into their individual components.
  •   3534⭐    423🍴 python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers.
  •   1456⭐    199🍴 python-user-agents) - Browser user agent parser.
  •   3786⭐    701🍴 sqlparse) - A non-validating SQL parser.

Third-party APIs

Libraries for accessing third party services APIs. Also see   2103⭐    410🍴 List of Python API Wrappers and Libraries).

• 🌎 apache-libcloud - One Python library for all clouds.
•   9124⭐   1874🍴 boto3) - Python interface to Amazon Web Services.
•    357⭐     81🍴 django-wordpress) - WordPress models and views for Django.
•   2752⭐    952🍴 facebook-sdk) - Facebook Platform Python SDK.
•   7891⭐   2421🍴 google-api-python-client) - Google APIs Client Library for Python.
•   7156⭐    953🍴 gspread) - Google Spreadsheets Python API.
•   1855⭐    397🍴 twython) - A Python wrapper for the Twitter API.

URL Manipulation

Libraries for parsing URLs.

•   2658⭐    155🍴 furl) - A small Python library that makes parsing and manipulating URLs easy.
•    294⭐     39🍴 purl) - A simple, immutable URL class with a clean API for interrogation and manipulation.
•    391⭐     67🍴 pyshorteners) - A pure Python URL shortening lib.
•   1383⭐    158🍴 webargs) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks.

Video

Libraries for manipulating video and GIFs.

• 🌎 moviepy - A module for script-based movie editing with many formats, including animated GIFs.
•    138⭐     21🍴 scikit-video) - Video processing routines for SciPy.
•   3416⭐    255🍴 vidgear) - Most Powerful multi-threaded Video Processing framework.

Web Asset Management

Tools for managing, compressing and minifying website assets.

•   2812⭐    601🍴 django-compressor) - Compresses linked and inline JavaScript or CSS into a single cached file.
•   1520⭐    371🍴 django-pipeline) - An asset packaging library for Django.
•   2789⭐    866🍴 django-storages) - A collection of custom storage back ends for Django.
• fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
• fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
•    455⭐     98🍴 flask-assets) - Helps you integrate webassets into your Flask app.
•    925⭐    260🍴 webassets) - Bundles, optimizes, and manages unique cache-busting URLs for static resources.

Web Content Extracting

Libraries for extracting web contents.

•   1867⭐    284🍴 html2text) - Convert HTML to Markdown-formatted text.
•    615⭐     49🍴 lassie) - Web Content Retrieval for Humans.
•    639⭐     91🍴 micawber) - A small library for extracting rich content from URLs.
•  14245⭐   2117🍴 newspaper) - News extraction, article extraction and content curation in Python.
•   2683⭐    350🍴 python-readability) - Fast Python port of arc90's readability tool.
•  13758⭐    977🍴 requests-html) - Pythonic HTML Parsing for Humans.
•   3537⭐    530🍴 sumy) - A module for automatic summarization of text documents and HTML pages.
•   3943⭐    611🍴 textract) - Extract text from any document, Word, PowerPoint, PDFs, etc.
•   3511⭐    235🍴 toapi) - Every web site provides APIs.

Web Crawling

Libraries to automate web scraping.

•   2007⭐    344🍴 feedparser) - Universal feed parser.
•   2397⭐    274🍴 grab) - Site scraping framework.
•   4689⭐    381🍴 mechanicalsoup) - A Python library for automating interaction with websites.
•  53618⭐  10600🍴 scrapy) - A fast high-level screen scraping and web crawling framework.

Web Frameworks

Traditional full stack web frameworks. Also see 228976⭐  25061🍴 RESTful API).

• Synchronous
  •  81648⭐  31994🍴 django) - The most popular web framework in Python.
    •   1694⭐    272🍴 awesome-django)
    •   9710⭐   1324🍴 awesome-django)
  •  68458⭐  16251🍴 flask) - A microframework for Python.
    •  12321⭐   1589🍴 awesome-flask)
  • 🌎 pyramid - A small, fast, down-to-earth, open source Python web framework.
    •    555⭐     55🍴 awesome-pyramid)
  •   2223⭐    126🍴 masonite) - The modern and developer centric Python web framework.
• Asynchronous
  •  21800⭐   5512🍴 tornado) - A web framework and asynchronous networking library.

WebSocket

Libraries for working with WebSocket.

•   2484⭐    771🍴 autobahn-python) - WebSocket & WAMP for Python on Twisted and 🌎 asyncio.
•   6141⭐    798🍴 channels) - Developer-friendly asynchrony for Django.
•   5261⭐    522🍴 websockets) - A library for building WebSocket servers and clients with a focus on correctness and simplicity.

WSGI Servers

WSGI-compatible web servers.

•   9917⭐   1756🍴 gunicorn) - Pre-forked, ported from Ruby's Unicorn project.
• 🌎 uwsgi - A project aims at developing a full stack for building hosting services, written in C.
•   1465⭐    178🍴 waitress) - Multi-threaded, powers Pyramid.
•   6686⭐   1732🍴 werkzeug) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.

Resources

Where to discover learning resources or new Python libraries.

Newsletters

• Awesome Python Newsletter
• 🌎 Pycoder's Weekly
• 🌎 Python Tricks
• 🌎 Python Weekly

Podcasts

• 🌎 Django Chat
• 🌎 Python Bytes
• 🌎 Talk Python To Me
• 🌎 Python Test
• 🌎 The Real Python Podcast

Contributing

Your contributions are always welcome! Please take a look at the contribution guidelines first.

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If you have any question about this opinionated list, do not hesitate to contact me 🌎 @VintaChen on Twitter or open an issue on GitHub.

Source

228976⭐  25061🍴 vinta/awesome-python)