fucking_awesome_python
awesome-python with :octocat: :star: and :fork_and_knife:
https://github.com/htlcnn/fucking_awesome_python
Last synced: 2 days ago
JSON representation
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Processes
- envoy - Python [:earth_americas: subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™.
- sh - A full-fledged subprocess replacement for Python.
- :earth_americas: sarge - Yet another wrapper for subprocess.
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Database Drivers
- HappyBase - A developer-friendly library for Apache HBase.
- awesome-mysql
- queries - A wrapper of the psycopg2 library for interacting with PostgreSQL.
- txpostgres - Twisted based asynchronous driver for PostgreSQL.
- cassandra-python-driver - Python driver for Cassandra.
- telephus - Twisted based client for Cassandra.
- txRedis - Twisted based client for Redis.
- :earth_americas: pymssql - A simple database interface to Microsoft SQL Server.
- redis-py - The Redis Python Client.
- :earth_americas: mysql-python - The MySQL database connector for Python.
- :earth_americas: oursql - A better MySQL connector with support for native prepared statements and BLOBs.
- PyMySQL - Pure Python MySQL driver compatible to mysql-python.
- :earth_americas: psycopg2 - The most popular PostgreSQL adapter for Python.
- dataset - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
- :earth_americas: pymssql - A simple database interface to Microsoft SQL Server.
- Plyvel - A fast and feature-rich Python interface to LevelDB.
- pycassa - Python Thrift driver for Cassandra.
- :earth_americas: PyMongo - The official Python client for MongoDB.
- mysqlclient - mysql-python fork supporting Python 3.
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Search
- elasticsearch-py - The official low-level Python client for [:earth_americas: Elasticsearch](https://www.elastic.co/products/elasticsearch).
- elasticsearch-py - The official low-level Python client for [:earth_americas: Elasticsearch](https://www.elastic.co/products/elasticsearch).
- esengine - ElasticSearch ODM (Object Document Mapper) for Python.
- :earth_americas: Whoosh - A fast, pure Python search engine library.
- elasticsearch-dsl-py - The official high-level Python client for Elasticsearch.
- django-haystack - Modular search for Django.
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Text Processing
- :earth_americas: pyparsing - A general purpose framework for generating parsers.
- :octocat: python-user-agents - :star: 379 :fork_and_knife: 84 - Browser user agent parser.
- :octocat: uniout - :star: 100 :fork_and_knife: 10 - Print readable chars instead of the escaped string.
- :earth_americas: difflib - (Python standard library) Helpers for computing deltas.
- :earth_americas: PLY - Implementation of lex and yacc parsing tools for Python
- :earth_americas: PLY - Implementation of lex and yacc parsing tools for Python
- :octocat: chardet - :star: 561 :fork_and_knife: 81 - Python 2/3 compatible character encoding detector.
- :octocat: ftfy - :star: 1399 :fork_and_knife: 52 - Makes Unicode text less broken and more consistent automagically.
- :octocat: fuzzywuzzy - :star: 2581 :fork_and_knife: 265 - Fuzzy String Matching.
- :octocat: Levenshtein - :star: 227 :fork_and_knife: 42 - Fast computation of Levenshtein distance and string similarity.
- :octocat: pangu.py - :star: 42 :fork_and_knife: 7 - Spacing texts for CJK and alphanumerics.
- :octocat: pyfiglet - :star: 158 :fork_and_knife: 19 - An implementation of figlet written in Python.
- :octocat: shortuuid - :star: 605 :fork_and_knife: 49 - A generator library for concise, unambiguous and URL-safe UUIDs.
- :octocat: xpinyin - :star: 352 :fork_and_knife: 99 - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
- :octocat: python-nameparser - :star: 156 :fork_and_knife: 26 - Parsing human names into their individual components.
- :octocat: sqlparse - :star: 695 :fork_and_knife: 172 - A non-validating SQL parser.
- :octocat: awesome-slugify - :star: 292 :fork_and_knife: 18 - A Python slugify library that can preserve unicode.
- :octocat: python-slugify - :star: 276 :fork_and_knife: 33 - A Python slugify library that translates unicode to ASCII.
- :octocat: unicode-slugify - :star: 208 :fork_and_knife: 38 - A slugifier that generates unicode slugs with Django as a dependency.
- :octocat: phonenumbers - :star: 1265 :fork_and_knife: 166 - Parsing, formatting, storing and validating international phone numbers.
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Configuration
- :octocat: python-decouple - :star: 263 :fork_and_knife: 22 - Strict separation of settings from code.
- :earth_americas: ConfigObj - INI file parser with validation.
- :earth_americas: ConfigParser - (Python standard library) INI file parser.
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Command-line Tools
- :octocat: Gooey - :star: 4169 :fork_and_knife: 212 - Turn command line programs into a full GUI application with one line
- :earth_americas: colorama - Cross-platform colored terminal text.
- aws-cli - A universal command-line interface for Amazon Web Services.
- PathPicker - Select files out of bash output.
- percol - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
- SAWS - A Supercharged AWS CLI.
- thefuck - Correcting your previous console command.
- try - A dead simple CLI to try out python packages - It's never been easier.
- mycli - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
- pgcli - Postgres CLI with autocompletion and syntax highlighting.
- :earth_americas: docopt - Pythonic command line arguments parser.
- httpie - A command line HTTP client, a user-friendly cURL replacement.
- :octocat: asciimatics - :star: 320 :fork_and_knife: 15 - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.
- :earth_americas: docopt - Pythonic command line arguments parser.
- bashplotlib - Making basic plots in the terminal.
- caniusepython3 - Determine what projects are blocking you from porting to Python 3.
- cookiecutter - A command-line utility that creates projects from cookiecutters (project templates).
- :earth_americas: cement - CLI Application Framework for Python.
- :octocat: clint - :star: 2054 :fork_and_knife: 188 - Python Command-line Application Tools.
- :octocat: python-prompt-toolkit - :star: 2917 :fork_and_knife: 154 - A Library for building powerful interactive command lines.
- doitlive - A tool for live presentations in the terminal.
- howdoi - Instant coding answers via the command line.
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Geolocation
- django-countries - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models.
- geopy - Python Geocoding Toolbox.
- :earth_americas: GeoDjango - A world-class geographic web framework.
- GeoIP - Python API for MaxMind GeoIP Legacy Database.
- geojson - Python bindings and utilities for GeoJSON.
- pygeoip - Pure Python GeoIP API.
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HTTP
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Database
- :earth_americas: pickleDB - A simple and lightweight key-value store for Python.
- TinyDB - A tiny, document-oriented database.
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Web Frameworks
- :earth_americas: Django - The most popular web framework in Python.
- awesome-flask
- :earth_americas: CherryPy - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.
- awesome-pyramid
- :earth_americas: web2py - A full stack web framework and platform focused in the ease of use.
- :earth_americas: Flask - A microframework for Python.
- :earth_americas: web2py - A full stack web framework and platform focused in the ease of use.
- :earth_americas: web.py - A web framework for Python that is as simple as it is powerful.
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Serverless Frameworks
- Zappa - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
- python-lambda - A toolkit for developing and deploying Python code in AWS Lambda.
- apex - Build, deploy, and manage [:earth_americas: AWS Lambda](https://aws.amazon.com/lambda/) functions with ease.
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Queue
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URL Manipulation
- furl - A small Python library that makes manipulating URLs simple.
- purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
- webargs - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
- short_url - Python implementation for generating Tiny URL and bit.ly-like URLs.
- pyshorteners - A pure Python URL shortening lib.
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HTML Manipulation
- bleach - A whitelist-based HTML sanitization and text linkification library.
- html5lib - A standards-compliant library for parsing and serializing HTML documents and fragments.
- MarkupSafe - Implements a XML/HTML/XHTML Markup safe string for Python.
- untangle - Converts XML documents to Python objects for easy access.
- xhtml2pdf - HTML/CSS to PDF converter.
- :earth_americas: BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- :earth_americas: xmldataset - Simple XML Parsing.
- xmltodict - Working with XML feel like you are working with JSON.
- pyquery - A jQuery-like library for parsing HTML.
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Web Crawling
- cola - A distributed crawling framework.
- Demiurge - PyQuery-based scraping micro-framework.
- MechanicalSoup - A Python library for automating interaction with websites.
- portia - Visual scraping for Scrapy.
- pyspider - A powerful spider system.
- RoboBrowser - A simple, Pythonic library for browsing the web without a standalone web browser.
- :earth_americas: Grab - Site scraping framework.
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Static Site Generator
- :earth_americas: Tinkerer - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
- :earth_americas: Lektor - An easy to use static CMS and blog engine.
- :earth_americas: Hyde - Jinja2-based static web site generator.
- :earth_americas: Hyde - Jinja2-based static web site generator.
- :earth_americas: Nikola - A static website and blog generator.
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Concurrency and Parallelism
- Tomorrow - Magic decorator syntax for asynchronous code.
- :earth_americas: eventlet - Asynchronous framework with WSGI support.
- :earth_americas: multiprocessing - (Python standard library) Process-based "threading" interface.
- :earth_americas: threading - (Python standard library) Higher-level threading interface.
- :earth_americas: eventlet - Asynchronous framework with WSGI support.
- gevent - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
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Testing
- FuckIt.py - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not.
- sixpack - A language-agnostic A/B Testing framework.
- freezegun - Travel through time by mocking the datetime module.
- nose - A nicer `unittest` for Python.
- Robot Framework - A generic test automation framework.
- fake2db - Fake database generator.
- :earth_americas: tox - Auto builds and tests distributions in multiple Python versions
- :earth_americas: tox - Auto builds and tests distributions in multiple Python versions
- :earth_americas: tox - Auto builds and tests distributions in multiple Python versions
- :earth_americas: tox - Auto builds and tests distributions in multiple Python versions
- :earth_americas: unittest - (Python standard library) Unit testing framework.
- :earth_americas: pytest - A mature full-featured Python testing tool.
- locust - Scalable user load testing tool written in Python.
- PyAutoGUI - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
- :earth_americas: mock - (Python standard library) A mocking and patching library.
- httmock - A mocking library for requests for Python 2.6+ and 3.2+.
- httpretty - HTTP request mock tool for Python.
- splinter - Open source tool for testing web applications.
- responses - A utility library for mocking out the requests Python library.
- VCR.py - Record and replay HTTP interactions on your tests.
- factory_boy - A test fixtures replacement for Python.
- mixer - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
- :earth_americas: faker - A Python package that generates fake data.
- green - A clean, colorful test runner.
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Debugging Tools
- :earth_americas: winpdb - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`.
- django-debug-toolbar - Display various debug information for Django.
- django-devserver - A drop-in replacement for Django's runserver.
- line_profiler - Line-by-line profiling.
- memory_profiler - Monitor Memory usage of Python code.
- profiling - An interactive Python profiler.
- wdb - An improbable web debugger through WebSockets.
- pyelftools - Parsing and analyzing ELF files and DWARF debugging information.
- python-statsd - Python Client for the [statsd](https://github.com/etsy/statsd/) server.
- flask-debugtoolbar - A port of the django-debug-toolbar to flask.
- pyringe - Debugger capable of attaching to and injecting code into Python processes.
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Science and Data Analysis
- bccb - Collection of useful code related to biological analysis.
- :earth_americas: Neupy - Running and testing different Artificial Neural Networks algorithms.
- :earth_americas: PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.
- :earth_americas: RDKit - Cheminformatics and Machine Learning Software.
- :earth_americas: Neupy - Running and testing different Artificial Neural Networks algorithms.
- :earth_americas: NumPy - A fundamental package for scientific computing with Python.
- :earth_americas: Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
- zipline - A Pythonic algorithmic trading library.
- bcbio-nextgen - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.
- blaze - NumPy and Pandas interface to Big Data.
- :earth_americas: Numba - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy.
- :earth_americas: Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
- Open Mining - Business Intelligence (BI) in Python (Pandas web interface)
- PyMC - Markov Chain Monte Carlo sampling toolkit.
- statsmodels - Statistical modeling and econometrics in Python.
- SymPy - A Python library for symbolic mathematics.
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Data Visualization
- :earth_americas: matplotlib - A Python 2D plotting library.
- bokeh - Interactive Web Plotting for Python.
- pygraphviz - Python interface to [:earth_americas: Graphviz](http://www.graphviz.org/).
- vincent - A Python to Vega translator.
- awesome-javascript
- :earth_americas: SnakeViz - A browser based graphical viewer for the output of Python's cProfile module.
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Computer Vision
- :earth_americas: OpenCV - Open Source Computer Vision Library.
- :earth_americas: SimpleCV - An open source framework for building computer vision applications.
- :earth_americas: SimpleCV - An open source framework for building computer vision applications.
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MapReduce
- streamparse - Run Python code against real-time streams of data. Integrates with [:earth_americas: Apache Storm](http://storm.apache.org/).
- dumbo - Python module that allows one to easily write and run Hadoop programs.
- mrjob - Run MapReduce jobs on Hadoop or Amazon Web Services.
- dpark - Python clone of Spark, a MapReduce alike framework in Python.
- luigi - A module that helps you build complex pipelines of batch jobs.
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Functional Programming
- CyToolz - Cython implementation of Toolz: High performance functional utilities.
- fn.py - Functional programming in Python: implementation of missing features to enjoy FP.
- funcy - A fancy and practical functional tools.
- Toolz - A collection of functional utilities for iterators, functions, and dictionaries.
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Third-party APIs
- django-wordpress - WordPress models and views for Django.
- google-api-python-client - Google APIs Client Library for Python.
- gmail - A Pythonic interface for Gmail.
- gspread - Google Spreadsheets Python API.
- List of Python API Wrappers and Libraries
- :earth_americas: apache-libcloud - One Python library for all clouds.
- boto - Python interface to Amazon Web Services.
- facebook-sdk - Facebook Platform Python SDK.
- facepy - Facepy makes it really easy to interact with Facebook's Graph API
- twython - A Python wrapper for the Twitter API.
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Job Scheduler
- django-schedule - A calendaring app for Django.
- :earth_americas: Joblib - A set of tools to provide lightweight pipelining in Python.
- Plan - Writing crontab file in Python like a charm.
- schedule - Python job scheduling for humans.
- Spiff - A powerful workflow engine implemented in pure Python.
- :earth_americas: APScheduler - A light but powerful in-process task scheduler that lets you schedule functions.
- gunnery - Multipurpose task execution tool for distributed systems with web-based interface.
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Foreign Function Interface
- :earth_americas: ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
- :earth_americas: cffi - Foreign Function Interface for Python calling C code.
- :earth_americas: PyCUDA - A Python wrapper for Nvidia's CUDA API.
- :earth_americas: SWIG - Simplified Wrapper and Interface Generator.
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High Performance
- :earth_americas: Stackless Python - An enhanced version of the Python.
- PeachPy - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go.
- Pyston - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance.
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Microsoft Windows
- PythonNet - Python Integration with the .NET Common Language Runtime (CLR).
- :earth_americas: PyWin32 - Python Extensions for Windows.
- :earth_americas: WinPython - Portable development environment for Windows 7/8.
- :earth_americas: Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- :earth_americas: pythonlibs - Unofficial Windows binaries for Python extension packages.
- :earth_americas: Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
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Network Virtualization and SDN
- SDX Platform - SDN based IXP implementation that leverages Mininet, POX and Pyretic.
- :earth_americas: Mininet - A popular network emulator and API written in Python.
- :earth_americas: Pyretic - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
- :earth_americas: Mininet - A popular network emulator and API written in Python.
- POX - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers.
- :earth_americas: Pyretic - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators.
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Continuous Integration
- Travis CI - A popular CI service for your open source and [:earth_americas: private](https://travis-ci.com) projects. (GitHub only)
- :earth_americas: CircleCI - A CI service that can run very fast parallel testing. (GitHub only)
- :earth_americas: Vexor CI - A continuous integration tool for private apps with pay-per-minute billing model.
- awesome-CIandCD
- :earth_americas: Wercker - A Docker-based platform for building and deploying applications and microservices.
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Websites
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Machine Learning
- Crab - A flexible, fast recommender engine.
- pydeep - Deep learning in python
- vowpal_porpoise - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/).
- pattern - Web mining module for Python.
- Pylearn2 - A Machine Learning library based on [Theano](https://github.com/Theano/Theano).
- awesome-machine-learning
- gensim - Topic Modelling for Humans.
- NuPIC - Numenta Platform for Intelligent Computing.
- PyBrain - Another Python Machine Learning Library.
- python-recsys - A Python library for implementing a Recommender System.
- :earth_americas: scikit-learn - A Python module for machine learning built on top of SciPy.
- skflow - A simplified interface for [TensorFlow](https://github.com/tensorflow/tensorflow) (mimicking scikit-learn).
- hebel - GPU-Accelerated Deep Learning Library in Python.
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Editor Plugins
- YouCompleteMe - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
- SublimeJEDI - A Sublime Text plugin to the awesome auto-complete library Jedi.
- Anaconda - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
- Jedi-vim - Vim bindings for the Jedi auto-completion library for Python.
- Elpy - Emacs Python Development Environment.
- PTVS - Python Tools for Visual Studio.
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IDEs
- :earth_americas: PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
- Spyder - Open Source Python IDE.
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Podcasts
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Package Management
- :earth_americas: Curdling - Curdling is a command line tool for managing Python packages.
- :earth_americas: Curdling - Curdling is a command line tool for managing Python packages.
- :octocat: pip-tools - :star: 1691 :fork_and_knife: 160 - A set of tools to keep your pinned Python dependencies fresh.
- :octocat: conda - :star: 836 :fork_and_knife: 284 - Cross-platform, Python-agnostic binary package manager.
- :earth_americas: pip - The Python package and dependency manager.
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Package Repositories
- :octocat: warehouse - :star: 675 :fork_and_knife: 146 - Next generation Python Package Repository (PyPI).
- :octocat: localshop - :star: 279 :fork_and_knife: 99 - Local PyPI server (custom packages and auto-mirroring of pypi).
- Warehouse
- :earth_americas: devpi - PyPI server and packaging/testing/release tool.
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Date and Time
- dateutil - Extensions to the standard Python [:earth_americas: datetime](https://docs.python.org/2/library/datetime.html) module.
- :octocat: delorean - :star: 1208 :fork_and_knife: 62 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
- moment - A Python library for dealing with dates/times. Inspired by [:earth_americas: Moment.js](http://momentjs.com/).
- :octocat: PyTime - :star: 97 :fork_and_knife: 12 - A easy-use Python module which aims to operate date/time/datetime by string.
- pytz - World timezone definitions, modern and historical. Brings the [:earth_americas: tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
- :octocat: when.py - :star: 148 :fork_and_knife: 13 - Providing user-friendly functions to help perform common date and time actions.
- :octocat: arrow - :star: 3196 :fork_and_knife: 275 - Better dates & times for Python.
- :octocat: Chronyk - :star: 221 :fork_and_knife: 8 - A Python 3 library for parsing human-written times and dates.
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Specific Formats Processing
- :octocat: pyexcel - :star: 99 :fork_and_knife: 29 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
- :octocat: python-docx - :star: 572 :fork_and_knife: 226 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
- :octocat: PDFMiner - :star: 1629 :fork_and_knife: 433 - A tool for extracting information from PDF documents.
- :octocat: Python-Markdown - :star: 903 :fork_and_knife: 256 - A Python implementation of John Gruber’s Markdown.
- :octocat: csvkit - :star: 2247 :fork_and_knife: 328 - Utilities for converting to and working with CSV.
- :octocat: unp - :star: 224 :fork_and_knife: 11 - A command line tool that can unpack archives easily.
- :octocat: tablib - :star: 2018 :fork_and_knife: 283 - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
- :octocat: Marmir - :star: 121 :fork_and_knife: 17 - Takes Python data structures and turns them into spreadsheets.
- :octocat: unoconv - :star: 762 :fork_and_knife: 224 - Convert between any document format supported by LibreOffice/OpenOffice.
- xlwt - excel/xlrd) - :star: 788 :fork_and_knife: 185 - Writing and reading data and formatting information from Excel files.
- :octocat: PyPDF2 - :star: 1032 :fork_and_knife: 330 - A library capable of splitting, merging and transforming PDF pages.
- :earth_americas: ReportLab - Allowing Rapid creation of rich PDF documents.
- :octocat: Mistune - :star: 702 :fork_and_knife: 64 - Fastest and full featured pure Python parsers of Markdown.
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Natural Language Processing
- :octocat: Jieba - :star: 5763 :fork_and_knife: 1828 - Chinese text segmentation.
- :octocat: TextBlob - :star: 3165 :fork_and_knife: 378 - Providing a consistent API for diving into common NLP tasks.
- :earth_americas: NLTK - A leading platform for building Python programs to work with human language data.
- :octocat: SnowNLP - :star: 1436 :fork_and_knife: 420 - A library for processing Chinese text.
- :earth_americas: spaCy - A library for industrial-strength natural language processing in Python and Cython.
- :octocat: TextGrocery - :star: 284 :fork_and_knife: 89 - A simple, efficient short-text classification tool based on LibLinear and Jieba.
- :octocat: langid.py - :star: 611 :fork_and_knife: 112 - Stand-alone language identification system.
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Downloader
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Imagery
- python-qrcode - A pure Python QR Code generator.
- Quads - Computer art based on quadtrees.
- thumbor - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
- :earth_americas: scikit-image - A Python library for (scientific) image processing.
- :earth_americas: imgSeek - A project for searching a collection of images using visual similarity.
- :earth_americas: pyBarcode - Create barcodes in Python without needing PIL.
- pygram - Instagram-like image filters.
- wand - Python bindings for [:earth_americas: MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
- pillow - Pillow is the friendly [:earth_americas: PIL](http://www.pythonware.com/products/pil/) fork.
- hmap - Image histogram remapping.
- nude.py - Nudity detection.
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OCR
- pytesseract - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
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Audio
- audiolazy - Expressive Digital Signal Processing (DSP) package for Python.
- audioread - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
- tinytag - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
- :earth_americas: id3reader - A Python module for reading MP3 meta data.
- m3u8 - A module for parsing m3u8 file.
- :earth_americas: mingus - An advanced music theory and notation package with MIDI file and playback support.
- pydub - Manipulate audio with a simple and easy high level interface.
- pyechonest - Python client for the [:earth_americas: Echo Nest](http://developer.echonest.com/) API.
- TimeSide - Open web audio processing framework.
- dejavu - Audio fingerprinting and recognition.
- django-elastic-transcoder - Django + [:earth_americas: Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/).
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ORM
- Peewee - A small, expressive ORM.
- django-mongodb-engine - Django MongoDB Backend.
- redisco - A Python Library for Simple Models and Containers Persisted in Redis.
- :earth_americas: MongoEngine - A Python Object-Document-Mapper for working with MongoDB.
- :earth_americas: Django Models - A part of Django.
- awesome-sqlalchemy
- flywheel - Object mapper for Amazon DynamoDB.
- :earth_americas: MongoEngine - A Python Object-Document-Mapper for working with MongoDB.
- hot-redis - Rich Python data types for Redis.
- butterdb - A Python ORM for Google Drive Spreadsheets.
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CMS
- :earth_americas: Opps - A Django-based CMS for magazines, newspapers websites and portals with high-traffic.
- :earth_americas: Quokka - Flexible, extensible, small CMS powered by Flask and MongoDB.
- :earth_americas: djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
- :earth_americas: djedi-cms - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
- :earth_americas: Plone - A CMS built on top of the open source application server Zope.
- :earth_americas: Widgy - Last CMS framework, based on Django.
- :earth_americas: Mezzanine - A powerful, consistent, and flexible content management platform.
- :earth_americas: Wagtail - A Django content management system.
-
RESTful API
- eve - REST API framework powered by Flask, MongoDB and good intentions.
- hug - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
- sandman - Automated REST APIs for existing database-driven systems.
- ripozo - Quickly creating REST/HATEOAS/Hypermedia APIs.
- :earth_americas: django-tastypie - Creating delicious APIs for Django apps.
- cornice - A RESTful framework for Pyramid.
- :earth_americas: django-tastypie - Creating delicious APIs for Django apps.
- restless - Framework agnostic REST framework based on lessons learned from Tastypie.
- django-formapi - Create JSON APIs with Django's form validation.
- :earth_americas: flask-api - Browsable Web APIs for Flask.
- flask-restful - Quickly building REST APIs for Flask.
- flask-restless - Generating RESTful APIs for database models defined with SQLAlchemy.
- flask-api-utils - Taking care of API representation and authentication for Flask.
- :earth_americas: falcon - A high-performance framework for building cloud APIs and web app backends.
-
Caching
- johnny-cache - A caching framework for django applications.
- :earth_americas: dogpile.cache - dogpile.cache is next generation replacement for Beaker made by same authors.
- django-cache-machine - Automatic caching and invalidation for Django models.
- Beaker - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications.
- django-cacheops - A slick ORM cache with automatic granular event-driven invalidation.
- django-viewlet - Render template parts with extended cache control.
- pylibmc - A Python wrapper around the [:earth_americas: libmemcached](http://libmemcached.org/libMemcached.html) interface.
-
Email
- imbox - Python IMAP for Humans.
- lamson - Pythonic SMTP Application Server.
- flanker - A email address and Mime parsing library.
- inbox.py - Python SMTP Server for Humans.
- Marrow Mailer - High-performance extensible mail delivery framework.
- modoboa - A mail hosting and management platform including a modern and simplified Web UI.
- Nylas Sync Engine - Providing a RESTful API on top of a powerful email sync platform.
- yagmail - Yet another Gmail/SMTP client.
- :earth_americas: envelopes - Mailing for human beings.
-
Web Content Extracting
- opengraph - A Python module to parse the Open Graph Protocol
- Haul - An Extensible Image Crawler.
- html2text - Convert HTML to Markdown-formatted text.
- lassie - Web Content Retrieval for Humans.
- micawber - A small library for extracting rich content from URLs.
- newspaper - News extraction, article extraction and content curation in Python.
- python-goose - HTML Content/Article Extractor.
- python-readability - Fast Python port of arc90's readability tool.
- sanitize - Bringing sanity to world of messed-up data.
- sumy - A module for automatic summarization of text documents and HTML pages.
- textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
-
Cryptography
- PyNacl - Python binding to the Networking and Cryptography (NaCl) library.
- :earth_americas: Passlib - Secure password storage/hashing library, very high level.
- :earth_americas: cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- hashids - Implementation of [:earth_americas: hashids](http://hashids.org) in Python.
-
Logging
- Raven - The Python client for Sentry.
- :earth_americas: Sentry - A realtime logging and aggregation server.
- Eliot - Logging for complex & distributed systems.
- :earth_americas: logging - (Python standard library) Logging facility for Python.
-
Code Analysis and Linter
- :earth_americas: coala - Language independent and easily extendable code analysis application.
- :earth_americas: Flake8 - The modular source code checker: pep8, pyflakes and co.
- :earth_americas: coala - Language independent and easily extendable code analysis application.
- code2flow - Turn your Python and JavaScript code into DOT flowcharts.
- pycallgraph - A library that visualises the flow (call graph) of your Python application.
- pysonar2 - A type inferencer and indexer for Python.
- :earth_americas: Pylint - A Fully customizable source code analyzer.
- pylama - Code audit tool for Python and JavaScript.
-
DevOps Tools
- cuisine - Chef-like functionality for Fabric.
- :earth_americas: Cloud-Init - A multi-distribution package that handles early initialization of a cloud instance.
- Fabtools - Tools for writing awesome Fabric files.
- honcho - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
- pexpect - Controlling interactive programs in a pseudo-terminal like GNU expect.
- psutil - A cross-platform process and system utilities module.
- supervisor - Supervisor process control system for UNIX.
- Ansible - A radically simple IT automation platform.
- SaltStack - Infrastructure automation and management system.
- Docker Compose - Fast, isolated development environments using [:earth_americas: Docker](https://www.docker.com/).
-
Hardware
- :earth_americas: Pyro - Python Robotics.
- :earth_americas: Pyro - Python Robotics.
- :earth_americas: Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
- :earth_americas: Pyro - Python Robotics.
- PyUserInput - A module for cross-platform control of the mouse and keyboard.
- scapy - A brilliant packet manipulation library.
- wifi - A Python library and command line tool for working with WiFi on Linux.
- :earth_americas: Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
-
Compatibility
- :earth_americas: Six - Python 2 and 3 compatibility utilities.
- Python-Modernize - Modernizes Python code for eventual Python 3 migration.
-
Miscellaneous
- blinker - A fast Python in-process signal/event dispatching system.
- itsdangerous - Various helpers to pass trusted data to untrusted environments.
- pluginbase - A simple but flexible plugin system for Python.
- Pychievements - A framework for creating and tracking achievements.
- :earth_americas: Tryton - A general purpose business framework.
-
Algorithms and Design Patterns
- python-patterns - A collection of design patterns in Python.
- algorithms - A module of algorithms for Python.
-
GUI
- PySide - Python bindings for the [:earth_americas: Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework.
- :earth_americas: urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- Flexx - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
- enaml - Creating beautiful user-interfaces with Declaratic Syntax like QML.
- PyQt - Python bindings for the [:earth_americas: Qt](http://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
- :earth_americas: Tkinter - Tkinter is Python's de-facto standard GUI package.
- Toga - A Python native, OS native GUI toolkit.
- curses - Built-in wrapper for [:earth_americas: ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
- :earth_americas: kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
- :earth_americas: urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- :earth_americas: PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
-
Build Tools
- :earth_americas: buildout - A build system for creating, assembling and deploying applications from multiple parts.
- :earth_americas: buildout - A build system for creating, assembling and deploying applications from multiple parts.
- :octocat: PlatformIO - :star: 1167 :fork_and_knife: 178 - A console tool to build code with different development platforms.
- :octocat: PyBuilder - :star: 684 :fork_and_knife: 146 - A continuous build tool written in pure Python.
- :earth_americas: SCons - A software construction tool.
-
Asset Management
- :earth_americas: fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- :earth_americas: fileconveyor - A daemon to detect and sync files to CDNs, S3 and FTP.
- webassets - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
- django-compressor - Compresses linked and inline JavaScript or CSS into a single cached file.
- django-pipeline - An asset packaging library for Django.
- django-storages - A collection of custom storage back ends for Django.
- :earth_americas: fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
- flask-assets - Helps you integrate webassets into your Flask app.
- jinja-assets-compressor - A Jinja extension to compile and compress your assets.
-
WSGI Servers
- :earth_americas: fapws3 - Asynchronous (network side only), written in C.
- :earth_americas: paste - Multi-threaded, stable, tried and tested.
- netius - Asynchronous, very fast.
- :earth_americas: uwsgi - A project aims at developing a full stack for building hosting services, written in C.
- :earth_americas: waitress - Multi-threaded, poweres Pyramid.
- :earth_americas: fapws3 - Asynchronous (network side only), written in C.
-
Game Development
- :earth_americas: Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet.
- :earth_americas: Panda3D - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python.
- :earth_americas: Pygame - Pygame is a set of Python modules designed for writing games.
- :earth_americas: PySDL2 - A ctypes based wrapper for the SDL2 library.
- :earth_americas: Pygame - Pygame is a set of Python modules designed for writing games.
- :earth_americas: RenPy - A Visual Novel engine.
-
Twitter
-
E-commerce
- django-shop - A Django based shop system.
- Cartridge - A shopping cart app built using the Mezzanine.
- :earth_americas: shoop - An open source E-Commerce platform based on Django.
- alipay - Unofficial Alipay API for Python.
- merchant - A Django app to accept payments from various payment processors.
- money - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
- python-currencies - Display money format and its filthy currencies.
-
RPC Servers
- :earth_americas: SimpleXMLRPCServer - (Python standard library) Simple XML-RPC server implementation, single-threaded.
- zeroRPC - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [:earth_americas: MessagePack](http://msgpack.org/).
-
Code Quality
- :earth_americas: Codacy - Automated Code Review to ship better code, faster. Free for Open Source.
- :earth_americas: Landscape - Hosted continuous Python code metrics.
- :earth_americas: QuantifiedCode - A data-driven, automated, continuous code review tool.
-
Environment Management
- :earth_americas: venv - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
- :octocat: p - :star: 578 :fork_and_knife: 25 - Dead simple interactive Python version management.
- :earth_americas: virtualenvwrapper - A set of extensions to virtualenv.
- :octocat: pyenv - :star: 5040 :fork_and_knife: 406 - Simple Python version management.
-
Distribution
- :earth_americas: py2exe - Freezes Python scripts (Windows).
- :earth_americas: pynsist - A tool to build Windows installers, installers bundle Python itself.
- :octocat: PyInstaller - :star: 1966 :fork_and_knife: 465 - Converts Python programs into stand-alone executables (cross-platform).
- :octocat: dh-virtualenv - :star: 857 :fork_and_knife: 90 - Build and distribute a virtualenv as a Debian package.
-
Weekly
-
Forms
- django-crispy-forms - A Django app which lets you create beautiful forms in a very elegant and DRY way.
- WTForms - A flexible forms validation and rendering library.
- Deform - Python HTML form generation library influenced by the formish form generation library.
- django-remote-forms - A platform independent Django form serializer.
- django-bootstrap3 - Bootstrap 3 integration with Django.
-
Data Validation
- Cerberus - A lightweight and extensible data validation library.
- voluptuous - A Python data validation library.
- valideer - Lightweight extensible data validation and adaptation library.
- Schematics - Data Structure Validation.
- schema - A library for validating Python data structures.
- jsonschema - An implementation of [:earth_americas: JSON Schema](http://json-schema.org/) for Python.
-
Interactive Interpreter
- :octocat: bpython - :star: 588 :fork_and_knife: 76 – A fancy interface to the Python interpreter.
- ptpython - Advanced Python REPL built on top of the [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 2917 :fork_and_knife: 154.
-
Documentation
- :octocat: pdoc - :star: 235 :fork_and_knife: 38 - Epydoc replacement to auto generate API documentation for Python libraries.
- awesome-sphinxdoc
- :octocat: Pycco - :star: 506 :fork_and_knife: 114 - The literate-programming-style documentation generator.
-
Permissions
- django-guardian - Implementation of per object permissions for Django 1.2+
- django-rules - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
-
Authentication
- django-allauth - Authentication app for Django that "just works."
- sanction - A dead simple OAuth2 client implementation.
- jose - JavaScript Object Signing and Encryption draft implementation.
- PyJWT - Implementation of the JSON Web Token draft 01.
- python-jws - Implementation of JSON Web Signatures draft 02.
- python-jwt - Module for generating and verifying JSON Web Tokens.
- django-oauth-toolkit - OAuth2 goodies for the Djangonauts.
- django-oauth2-provider - Providing OAuth2 access to Django app.
- Flask-OAuthlib - OAuth 1.0/a, 2.0 implementation of client and provider for Flask.
- OAuthLib - A generic and thorough implementation of the OAuth request-signing logic.
- python-oauth2 - A fully tested, abstract interface to creating OAuth clients and servers.
- python-social-auth - An easy-to-setup social authentication mechanism.
- rauth - A Python library for OAuth 1.0/a, 2.0, and Ofly.
-
Template Engine
- :earth_americas: Genshi - Python templating toolkit for generation of web-aware output.
- Jinja2 - A modern and designer friendly templating language.
-
Internationalization
- :earth_americas: Babel - An internationalization library for Python.
- PyICU - A wrapper of International Components for Unicode C++ library ([:earth_americas: ICU](http://site.icu-project.org/)).
-
Anti-spam
- django-simple-captcha - A simple and highly customizable Django app to add captcha images to any Django form.
- django-simple-spam-blocker - Simple spam blocker for Django.
-
Tagging
- django-taggit - Simple tagging for Django.
-
Admin Panels
- Ajenti - The admin panel your servers deserve.
- django-xadmin - Drop-in replacement of Django admin comes with lots of goodies.
- flask-admin - Simple and extensible administrative interface framework for Flask.
- flower - Real-time monitor and web admin for Celery.
- Wooey - A Django app which creates automatic web UIs for Python scripts.
-
Networking
- :earth_americas: asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- pulsar - Event-driven concurrent framework for Python.
- diesel - Greenlet-based event I/O Framework for Python.
- txZMQ - Twisted based wrapper for the ZeroMQ message library.
-
WebSocket
- AutobahnPython - WebSocket & WAMP for Python on Twisted and [:earth_americas: asyncio](https://docs.python.org/3/library/asyncio.html).
- Crossbar - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
- django-socketio - WebSockets for Django.
- WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.
-
Files
- :earth_americas: imghdr - (Python standard library) Determine the type of an image.
- :earth_americas: mimetypes - (Python standard library) Map filenames to MIME types.
- path.py - A module wrapper for [:earth_americas: os.path](https://docs.python.org/2/library/os.path.html).
- :octocat: python-magic - :star: 678 :fork_and_knife: 104 - A Python interface to the libmagic file type identification library.
- :octocat: Unipath - :star: 373 :fork_and_knife: 31 - An object-oriented approach to file/directory operations.
- :octocat: watchdog - :star: 2138 :fork_and_knife: 278 - API and shell utilities to monitor file system events.
-
Video
- scikit-video - Video processing routines for SciPy.
-
Serialization
- marshmallow - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes.
-
News Feed
- django-activity-stream - Generating generic activity streams from the actions on your site.
- Stream-Framework - Building newsfeed and notification systems using Cassandra and Redis.
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