Awesome Python

• Admin Panels

  • Wooey - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- A Django app that creates automatic web UIs for Python scripts.
  • ajenti - Ajenti Core and stock plugins
  • xadmin - Drop-in replacement of Django admin comes with lots of goodies, fully extensible with plugin support, pretty UI based on Twitter Bootstrap.
  • flower - Real-time monitor and web admin for Celery distributed task queue
  • flask-admin - Simple and extensible administrative interface framework for Flask

• Algorithms and Design Patterns

  • python-patterns - A collection of design patterns/idioms in Python
  • algorithms - Minimal examples of data structures and algorithms in Python
  • PyPattyrn - A simple library for implementing common design patterns.

• Anti-spam

  • django-simple-captcha - Django Simple Captcha is an extremely simple, yet highly customizable Django application to add captcha images to any Django form.
  • django-simple-spam-blocker - Simple spam blocker for Django

• Asset Management

  • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
  • django-compressor - Compresses linked and inline javascript or CSS into a single cached file.
  • django-pipeline - Pipeline is an asset packaging library for Django.
  • django-storages - https://django-storages.readthedocs.io/
  • webassets - Asset management for Python web development.
  • flask-assets - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- Flask webassets integration.
  • jinja-assets-compressor - A Jinja extension (compatible with Flask and other frameworks) to compile and/or compress your assets.
  • fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.

• Audio

  • id3reader - A Python module for reading MP3 meta data.
  • dejavu - Audio fingerprinting and recognition in Python
  • pydub - Manipulate audio with a simple and easy high level interface
  • pyAudioAnalysis - 2.0](https://api.github.com/licenses/apache-2.0)- Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
  • pyechonest - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Python client for the Echo Nest API
  • m3u8 - Python m3u8 Parser for HTTP Live Streaming (HLS) Transmissions
  • audiolazy - 3.0](https://api.github.com/licenses/gpl-3.0)- Expressive Digital Signal Processing (DSP) package for Python
  • mutagen - 2.0](https://api.github.com/licenses/gpl-2.0)- Python 2/3 module for handling audio metadata
  • tinytag - Read music meta data and length of MP3, OGG, OPUS, MP4, M4A, FLAC, WMA and Wave files with python 2 or 3
  • audioread - cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding for Python
  • TimeSide - 3.0](https://api.github.com/licenses/agpl-3.0)- Scalable audio processing framework and server written in Python
  • django-elastic-transcoder - Django + AWS Elastic Transcoder
  • mingus - An advanced music theory and notation package with MIDI file and playback support.

• Authentication

  • jose - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Python implementation of the Javascript Object Signing and Encryption (JOSE) framework (https://datatracker.ietf.org/wg/jose/charter/)
  • django-allauth - Integrated set of Django applications addressing authentication, registration, account management as well as 3rd party (social) account authentication.
  • python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
  • python-social-auth - Social auth made simple
  • oauthlib - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- A generic, spec-compliant, thorough implementation of the OAuth request-signing logic
  • rauth - A Python library for OAuth 1.0/a, 2.0, and Ofly.
  • flask-oauthlib - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- You should use https://github.com/lepture/authlib instead.
  • authomatic - Simple yet powerful authorization / authentication client library for Python web applications.
  • sanction - A dead simple OAuth2 client implementation.
  • pyjwt - JSON Web Token implementation in Python
  • python-jwt - Python module for generating and verifying JSON Web Tokens
  • python-jws - python implementation of JSON Web Signatures
  • django-oauth-toolkit - OAuth2 goodies for the Djangonauts!

• Build Tools

  • buildout - A build system for creating, assembling and deploying applications from multiple parts.
  • platformio-core - 2.0](https://api.github.com/licenses/apache-2.0)- An open source ecosystem for IoT development :alien: Cross-platform IDE and unified debugger. Remote unit testing and firmware updates.
  • pybuilder - 2.0](https://api.github.com/licenses/apache-2.0)- Continuous build tool for Python.
  • buildout - A build system for creating, assembling and deploying applications from multiple parts.
  • SCons - A software construction tool.
  • BitBake - A make-like build tool for embedded Linux.

• Built-in Classes Enhancement

  • attrs - Python Classes Without Boilerplate
  • Box - Python dictionaries with advanced dot notation access
  • bidict - 2.0](https://api.github.com/licenses/mpl-2.0)- Efficient, Pythonic bidirectional map data structures and related functionality.
  • DottedDict - Python library that provides a method of accessing lists and dicts with a dotted path notation.

• Caching

  • django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
  • django-cache-machine - Automatic caching and invalidation for Django models through the ORM.
  • pylibmc - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- A Python wrapper around the libmemcached interface from TangentOrg.
  • beaker - WSGI middleware for sessions and caching
  • johnny-cache - johnny cache django caching framework
  • django-viewlet - Render template parts with extended cache control.
  • HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.

• Cluster Computing

  • luigi - 2.0](https://api.github.com/licenses/apache-2.0)- Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.
  • faust - Python Stream Processing
  • mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services
  • streamparse - Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.

• CMS

  • django-cms - An Open source enterprise CMS based on the Django.
  • djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
  • Plone - A CMS built on top of the open source application server Zope.
  • Widgy - Last CMS framework, based on Django.
  • djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
  • Opps - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
  • Quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
  • Mezzanine - A powerful, consistent, and flexible content management platform.
  • Wagtail - A Django content management system.
  • Kotti - A high-level, Pythonic web application framework built on Pyramid.

• Code Analysis

  • pylint - A fully customizable source code analyzer.
  • awesome-static-analysis
  • pycallgraph - 2.0](https://api.github.com/licenses/gpl-2.0)- pycallgraph is a Python module that creates call graphs for Python programs.
  • code2flow - 3.0](https://api.github.com/licenses/lgpl-3.0)- Turn your Python and Javascript code into DOT flowcharts
  • pylama - 3.0](https://api.github.com/licenses/lgpl-3.0)- Code audit tool for python.
  • prospector2 - 2.0](https://api.github.com/licenses/gpl-2.0)- Inspects Python source files and provides information about type and location of classes, methods etc
  • pyre-check - Performant type-checking for python.
  • MonkeyType - A system for Python that generates static type annotations by collecting runtime types
  • coala - Language independent and easily extendable code analysis application.
  • mypy - Check variable types during compile time.

• Command-line Tools

  • docopt - Pythonic command line arguments parser.
  • python-fire - Python Fire is a library for automatically generating command line interfaces (CLIs) from absolutely any Python object.
  • Gooey - Turn (almost) any Python command line program into a full GUI application with one line
  • python-prompt-toolkit - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Library for building powerful interactive command line applications in Python
  • clint - Python Command-line Application Tools
  • cliff - A framework for creating command-line programs with multi-level commands.
  • docopt - Pythonic command line arguments parser.
  • asciimatics - 2.0](https://api.github.com/licenses/apache-2.0)- A cross platform package to do curses-like operations, plus higher level APIs and widgets to create text UIs and ASCII art animations
  • bashplotlib - plotting in the terminal
  • thefuck - Magnificent app which corrects your previous console command.
  • httpie - As easy as httpie /aitch-tee-tee-pie/ 🥧 Modern command line HTTP client – user-friendly curl alternative with intuitive UI, JSON support, syntax highlighting, wget-like downloads, extensions, etc. https://twitter.com/clihttp
  • tmux - tmux source code
  • pgcli - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Postgres CLI with autocompletion and syntax highlighting
  • aws-cli - Universal Command Line Interface for Amazon Web Services
  • mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
  • howdoi - instant coding answers via the command line
  • PathPicker - PathPicker accepts a wide range of input -- output from git commands, grep results, searches -- pretty much anything.After parsing the input, PathPicker presents you with a nice UI to select which files you're interested in. After that you can open them in your favorite editor or execute arbitrary commands.
  • saws - A supercharged AWS command line interface (CLI).
  • percol - adds flavor of interactive filtering to the traditional pipe concept of UNIX shell
  • doitlive - Because sometimes you need to do it live
  • kube-shell - 2.0](https://api.github.com/licenses/apache-2.0)- Kubernetes shell: An integrated shell for working with the Kubernetes
  • try - Dead simple CLI tool to try Python packages - It's never been easier! :package:
  • cement - CLI Application Framework for Python.
  • cookiecutter - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- A command-line utility that creates projects from cookiecutters (project templates). E.g. Python package projects, jQuery plugin projects.

• Compatibility

  • python-modernize - Modernizes Python code for eventual Python 3 migration. Build on top of 2to3

• Computer Vision

  • SimpleCV - An open source framework for building computer vision applications.
  • pyocr - A Python wrapper for Tesseract and Cuneiform -- Moved to Gnome's Gitlab
  • OpenCV - Open Source Computer Vision Library.
  • SimpleCV - An open source framework for building computer vision applications.

• Concurrency and Parallelism

  • multiprocessing - (Python standard library) A high-level interface for asynchronously executing callables.
  • eventlet - Asynchronous framework with WSGI support.
  • uvloop - Ultra fast asyncio event loop.
  • Tomorrow - Magic decorator syntax for asynchronous code in Python
  • greenlet - Lightweight in-process concurrent programming
  • scoop - 3.0](https://api.github.com/licenses/lgpl-3.0)- SCOOP (Scalable COncurrent Operations in Python)
  • eventlet - Asynchronous framework with WSGI support.

• Configuration

  • ConfigParser - (Python standard library) INI file parser.
  • configobj - Python 3+ compatible port of the configobj library
  • python-decouple - Strict separation of config from code.

• Cryptography

  • cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
  • Passlib - Secure password storage/hashing library, very high level.
  • pynacl - 2.0](https://api.github.com/licenses/apache-2.0)- Python binding to the Networking and Cryptography (NaCl) library
  • Paramiko - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality.

• Data Analysis

  • Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
  • blaze - NumPy and Pandas interface to Big Data
  • mining - Business Intelligence (BI) in Python, OLAP
  • Optimus - 2.0](https://api.github.com/licenses/apache-2.0)- :truck: Agile Data Science Workflows made easy with Python and Spark.
  • Orange - Data mining, data visualization, analysis and machine learning through visual programming or scripts.

• Database

  • pickleDB - A simple and lightweight key-value store for Python.
  • tinydb - TinyDB is a lightweight document oriented database optimized for your happiness :)
  • ZODB - A native object database for Python. A key-value and object graph database.

• Database Drivers

  • oursql - A better MySQL connector with support for native prepared statements and BLOBs.
  • awesome-postgres
  • psycopg2 - The most popular PostgreSQL adapter for Python.
  • pymssql - A simple database interface to Microsoft SQL Server.
  • awesome-mysql
  • PyMySQL - Pure Python MySQL Client
  • queries - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- PostgreSQL database access simplified
  • txpostgres - Twisted wrapper for asynchronous PostgreSQL connections
  • dataset - Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
  • pymssql - A simple database interface to Microsoft SQL Server.
  • kafka-python - 2.0](https://api.github.com/licenses/apache-2.0)- Python client for Apache Kafka
  • python-driver - 2.0](https://api.github.com/licenses/apache-2.0)- DataStax Python Driver for Apache Cassandra
  • motor - 2.0](https://api.github.com/licenses/apache-2.0)- Motor - the async Python driver for MongoDB and Tornado or asyncio
  • txRedis - A Redis client library for Twisted Python
  • Telephus - Telephus is a connection pooled, low-level client API for Cassandra in Twisted python.
  • mysqlclient-python - 2.0](https://api.github.com/licenses/gpl-2.0)- MySQL database connector for Python (with Python 3 support)
  • PyMongo - The official Python client for MongoDB.
  • happybase - A developer-friendly Python library to interact with Apache HBase
  • redis-py - Redis Python Client

• Data Validation

  • awesome-dash - 1.0](https://api.github.com/licenses/cc0-1.0)- A curated list of awesome Dash (plotly) resources
  • colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
  • schematics - Python Data Structures for Humans™.
  • jsonschema - An(other) implementation of JSON Schema for Python
  • schema - Schema validation just got Pythonic
  • cerberus - Lightweight, extensible data validation library for Python
  • voluptuous - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Voluptuous, despite the name, is a Python data validation library.
  • valideer - Lightweight data validation and adaptation Python library.

• Data Visualization

  • awesome-javascript
  • bokeh - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Interactive Web Plotting for Python
  • seaborn - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Statistical data visualization using matplotlib
  • ggpy - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- ggplot port for python
  • altair - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- Declarative statistical visualization library for Python
  • vispy - Main repository for Vispy
  • Matplotlib - A Python 2D plotting library.
  • PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
  • bqplot - 2.0](https://api.github.com/licenses/apache-2.0)- Plotting library for IPython/Jupyter Notebooks

• Date and Time

  • pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
  • pendulum - Python datetimes made easy
  • maya - Datetimes for Humans™
  • delorean - Delorean: Time Travel Made Easy
  • dateutil - Useful extensions to the standard Python datetime features
  • moment - Dealing with dates in Python shouldn't have to suck.
  • Chronyk - A Python 3 library for parsing human-written times and dates
  • When.py - Friendly Python Dates
  • PyTime - PyTime is an easy-use Python module which aims to operate date/time/datetime by string.

• Debugging Tools

  • wdb - 3.0](https://api.github.com/licenses/gpl-3.0)- An improbable web debugger through WebSockets
  • python-remote-pdb - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- Remote vanilla PDB (over TCP sockets).
  • py-spy - 3.0](https://api.github.com/licenses/gpl-3.0)- Sampling profiler for Python programs
  • vprof - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- Visual profiler for Python
  • profiling - 3-Clause](https://api.github.com/licenses/bsd-3-clause)- An interactive continuous Python profiler.
  • line_profiler - Line-by-line profiling for Python
  • memory_profiler - Monitor Memory usage of Python code
  • django-debug-toolbar - A configurable set of panels that display various debug information about the current request/response.
  • pyringe - 2.0](https://api.github.com/licenses/apache-2.0)- Debugger capable of attaching to and injecting code into python processes.
  • django-devserver - A drop-in replacement for Django's runserver.
  • icecream - 🍦 Sweet and creamy print debugging.
  • pyelftools - Parsing ELF and DWARF in Python
  • lptrace - 3.0](https://api.github.com/licenses/gpl-3.0)- Trace any Python program, anywhere!
  • python-hunter - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- Hunter is a flexible code tracing toolkit.
  • python-manhole - 2-Clause](https://api.github.com/licenses/bsd-2-clause)- Debugging manhole for python applications.
  • pyflame - 2.0](https://api.github.com/licenses/apache-2.0)- 🔥 Pyflame: A Ptracing Profiler For Python
  • flask-debugtoolbar - A toolbar overlay for debugging Flask applications

• Deep Learning

  • awesome-deep-learning
  • Neupy - Running and testing different Artificial Neural Networks algorithms.