diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml new file mode 100644 index 000000000..aa22b9d0a --- /dev/null +++ b/.github/FUNDING.yml @@ -0,0 +1 @@ +# These are supported funding model platforms diff --git a/.github/ISSUE_TEMPLATE/add-new-library-to-this-list.md b/.github/ISSUE_TEMPLATE/add-new-library-to-this-list.md new file mode 100644 index 000000000..eba33ff62 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/add-new-library-to-this-list.md @@ -0,0 +1,10 @@ +--- +name: Add new library to this list +about: '' +title: '' +labels: '' +assignees: '' + +--- + +**Please open a Pull Request instead.** diff --git a/.github/ISSUE_TEMPLATE/add-xxx.md b/.github/ISSUE_TEMPLATE/add-xxx.md new file mode 100644 index 000000000..585f4919e --- /dev/null +++ b/.github/ISSUE_TEMPLATE/add-xxx.md @@ -0,0 +1,10 @@ +--- +name: Add XXX +about: Add new item to the list +title: '' +labels: '' +assignees: '' + +--- + +**Please open a Pull Request instead.** diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md new file mode 100644 index 000000000..fdacb788a --- /dev/null +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -0,0 +1,11 @@ +## What is this Python project? + +Describe features. + +## What's the difference between this Python project and similar ones? + +Enumerate comparisons. + +-- + +Anyone who agrees with this pull request could submit an *Approve* review to it. diff --git a/.gitignore b/.gitignore index e43b0f988..096c327d6 100644 --- a/.gitignore +++ b/.gitignore @@ -1 +1,9 @@ .DS_Store + +*.py[co] + +docs/index.md +site/ + +# PyCharm IDE +.idea diff --git a/.travis.yml b/.travis.yml new file mode 100644 index 000000000..e1c0a23d2 --- /dev/null +++ b/.travis.yml @@ -0,0 +1,18 @@ +language: python + +python: + - "3.6" + +script: + - python sort.py + - cp README.md docs/index.md + - mkdocs build + +deploy: + provider: pages + local-dir: site + skip-cleanup: true + keep-history: true + github-token: $GITHUB_TOKEN + on: + branch: master diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 000000000..943f93cba --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,20 @@ +# Contributing + +Your contributions are always welcome! + +## Guidelines + +* Add one link per Pull Request. + * Make sure the PR title is in the format of `Add project-name`. + * Write down the reason why the library is awesome. +* Add the link: `* [project-name](http://example.com/) - A short description ends with a period.` + * Keep descriptions concise and **short**. +* Add a section if needed. + * Add the section description. + * Add the section title to Table of Contents. +* Search previous Pull Requests or Issues before making a new one, as yours may be a duplicate. +* Don't mention `Python` in the description as it's implied. +* Check your spelling and grammar. +* Remove any trailing whitespace. + +Just a gentle reminder: **Try not to submit your own project. Instead, wait for someone finds it useful and submits it for you.** diff --git a/LICENSE b/LICENSE new file mode 100644 index 000000000..81901d37c --- /dev/null +++ b/LICENSE @@ -0,0 +1,3 @@ +Creative Commons Attribution 4.0 International License (CC BY 4.0) + +http://creativecommons.org/licenses/by/4.0/ diff --git a/Makefile b/Makefile new file mode 100644 index 000000000..eda7a8ff3 --- /dev/null +++ b/Makefile @@ -0,0 +1,14 @@ +site_install: + pip install -r requirements.txt + +site_link: + ln -sf $(CURDIR)/README.md $(CURDIR)/docs/index.md + +site_preview: site_link + mkdocs serve + +site_build: site_link + mkdocs build + +site_deploy: site_link + mkdocs gh-deploy --clean diff --git a/README.md b/README.md index dd74f1dba..5a7f5f89d 100644 --- a/README.md +++ b/README.md @@ -1,795 +1,1200 @@ -# Awesome Python +# Awesome Python [![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) -A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). +An opinionated list of awesome Python frameworks, libraries, software and resources. + +Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) - - [Environment Management](#environment-management) - - [Package Management](#package-management) - - [Distribution](#distribution) + - [Admin Panels](#admin-panels) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [ASGI Servers](#asgi-servers) + - [Asynchronous Programming](#asynchronous-programming) + - [Audio](#audio) + - [Authentication](#authentication) - [Build Tools](#build-tools) - - [Files](#files) + - [Built-in Classes Enhancement](#built-in-classes-enhancement) + - [Caching](#caching) + - [ChatOps Tools](#chatops-tools) + - [CMS](#cms) + - [Code Analysis](#code-analysis) + - [Command-line Interface Development](#command-line-interface-development) + - [Command-line Tools](#command-line-tools) + - [Computer Vision](#computer-vision) + - [Configuration Files](#configuration-files) + - [Cryptography](#cryptography) + - [Data Analysis](#data-analysis) + - [Data Validation](#data-validation) + - [Data Visualization](#data-visualization) + - [Database Drivers](#database-drivers) + - [Database](#database) - [Date and Time](#date-and-time) - - [Text Processing](#text-processing) - - [Natural Language Processing](#natural-language-processing) + - [Debugging Tools](#debugging-tools) + - [Deep Learning](#deep-learning) + - [DevOps Tools](#devops-tools) + - [Distributed Computing](#distributed-computing) + - [Distribution](#distribution) - [Documentation](#documentation) - - [Configuration](#configuration) - - [Command-line Tools](#command-line-tools) - - [Imagery](#imagery) - - [Audio](#audio) - - [Video](#video) + - [Downloader](#downloader) + - [Editor Plugins and IDEs](#editor-plugins-and-ides) + - [Email](#email) + - [Environment Management](#environment-management) + - [File Manipulation](#file-manipulation) + - [Functional Programming](#functional-programming) + - [Game Development](#game-development) - [Geolocation](#geolocation) - - [HTTP](#http) - - [Database](#database) - - [Database Drivers](#database-drivers) + - [GUI Development](#gui-development) + - [Hardware](#hardware) + - [HTML Manipulation](#html-manipulation) + - [HTTP Clients](#http-clients) + - [Image Processing](#image-processing) + - [Implementations](#implementations) + - [Interactive Interpreter](#interactive-interpreter) + - [Internationalization](#internationalization) + - [Job Scheduler](#job-scheduler) + - [Logging](#logging) + - [Machine Learning](#machine-learning) + - [Miscellaneous](#miscellaneous) + - [Natural Language Processing](#natural-language-processing) + - [Network Virtualization](#network-virtualization) + - [News Feed](#news-feed) - [ORM](#orm) - - [Web Frameworks](#web-frameworks) - - [CMS](#cms) + - [Package Management](#package-management) + - [Package Repositories](#package-repositories) + - [Penetration testing](#penetration-testing) + - [Permissions](#permissions) + - [Processes](#processes) + - [Recommender Systems](#recommender-systems) + - [Refactoring](#refactoring) - [RESTful API](#restful-api) - - [Authentication and OAuth](#authentication-and-oauth) - - [Template Engine](#template-engine) - - [Queue](#queue) + - [Robotics](#robotics) + - [RPC Servers](#rpc-servers) + - [Science](#science) - [Search](#search) - - [News Feed](#news-feed) - - [Asset Management](#asset-management) - - [Caching](#caching) - - [Email](#email) - - [Internationalization](#internationalization) + - [Serialization](#serialization) + - [Serverless Frameworks](#serverless-frameworks) + - [Shell](#shell) + - [Specific Formats Processing](#specific-formats-processing) + - [Static Site Generator](#static-site-generator) + - [Tagging](#tagging) + - [Task Queues](#task-queues) + - [Template Engine](#template-engine) + - [Testing](#testing) + - [Text Processing](#text-processing) + - [Third-party APIs](#third-party-apis) - [URL Manipulation](#url-manipulation) - - [HTML Manipulation](#html-manipulation) - - [Web Crawling](#web-crawling) + - [Video](#video) + - [Web Asset Management](#web-asset-management) - [Web Content Extracting](#web-content-extracting) - - [Downloader](#downloader) - - [Forms](#forms) - - [Data Validation](#data-validation) - - [Anti-spam](#anti-spam) - - [Tagging](#tagging) - - [Admin Panels](#admin-panels) - - [Processes and Threads](#processes-and-threads) - - [Networking](#networking) + - [Web Crawling](#web-crawling) + - [Web Frameworks](#web-frameworks) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) - - [Cryptography](#cryptography) - - [GUI](#gui) - - [Game Development](#game-development) - - [Logging](#logging) - - [Testing](#testing) - - [Code Analysis and Linter](#code-analysis-and-linter) - - [Debugging Tools](#debugging-tools) - - [Science and Data Analysis](#science-and-data-analysis) - - [Data Visualization](#data-visualization) - - [Machine Learning](#machine-learning) - - [Functional Programming](#functional-programming) - - [MapReduce](#mapreduce) - - [Third-party APIs](#third-party-apis) - - [DevOps Tools](#devops-tools) - - [Foreign Function Interface](#foreign-function-interface) - - [High Performance](#high-performance) - - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Miscellaneous](#miscellaneous) - - [Editor Plugins](#editor-plugins) - [Resources](#resources) - - [Websites](#websites) - - [Weekly](#weekly) - - [Twitter](#twitter) + - [Newsletters](#newsletters) + - [Podcasts](#podcasts) +- [Contributing](#contributing) -## Environment Management +--- -*Libraries for Python version and environment management.* +## Admin Panels -* [pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. -* [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. -* [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv -* [PyRun](https://www.egenix.com/products/python/PyRun/) - A open-source, one-file, no-installation-needed version of Python +*Libraries for administrative interfaces.* -## Package Management +* [ajenti](https://github.com/ajenti/ajenti) - The admin panel your servers deserve. +* [django-grappelli](https://github.com/sehmaschine/django-grappelli) - A jazzy skin for the Django Admin-Interface. +* [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. +* [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. +* [jet-bridge](https://github.com/jet-admin/jet-bridge) - Admin panel framework for any application with nice UI (ex Jet Django). +* [wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. +* [streamlit](https://github.com/streamlit/streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes. -*Libraries for package and dependency management.* +## Algorithms and Design Patterns -* [pip](https://pip.pypa.io/en/latest/) / [Python Package Index](https://pypi.python.org/pypi) - The package and dependency manager. -* [wheel](http://pythonwheels.com/) - The new standard of python distribution and are intended to replace eggs. +*Python implementation of data structures, algorithms and design patterns. Also see [awesome-algorithms](https://github.com/tayllan/awesome-algorithms).* -## Distribution +* Algorithms + * [algorithms](https://github.com/keon/algorithms) - Minimal examples of data structures and algorithms. + * [python-ds](https://github.com/prabhupant/python-ds) - A collection of data structure and algorithms for coding interviews. + * [sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - Fast and pure-Python implementation of sorted collections. + * [thealgorithms](https://github.com/TheAlgorithms/Python) - All Algorithms implemented in Python. +* Design Patterns + * [pypattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. + * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. + * [transitions](https://github.com/pytransitions/transitions) - A lightweight, object-oriented finite state machine implementation. -*Libraries to create packaged executables for release distribution.* +## ASGI Servers + +*[ASGI](https://asgi.readthedocs.io/en/latest/)-compatible web servers.* -* [cx-Freeze](http://cx-freeze.readthedocs.org/) - Freezes Python scripts (cross-platform) -* [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows) -* [py2app](http://svn.pythonmac.org/py2app/py2app/trunk/doc/index.html) - Freezes Python scripts (Mac OS X) -* [PyInstaller ](http://www.pyinstaller.org/) - A program that converts Python programs into stand-alone executables (Windows, Linux, Mac OS X, Solaris and AIX) +* [daphne](https://github.com/django/daphne) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP. +* [uvicorn](https://github.com/encode/uvicorn) - A lightning-fast ASGI server implementation, using uvloop and httptools. +* [hypercorn](https://github.com/pgjones/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 [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio).* + +* [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. + - [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio) +* [concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables. +* [multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism. +* [trio](https://github.com/python-trio/trio) - A friendly library for async concurrency and I/O. +* [twisted](https://github.com/twisted/twisted) - An event-driven networking engine. +* [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast asyncio event loop. +* [eventlet](https://github.com/eventlet/eventlet) - Asynchronous framework with WSGI support. +* [gevent](https://github.com/gevent/gevent) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). + +## Audio + +*Libraries for manipulating audio and its metadata.* + +* Audio + * [audioread](https://github.com/beetbox/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. + * [audioFlux](https://github.com/libAudioFlux/audioFlux) - A library for audio and music analysis, feature extraction. + * [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. + * [kapre](https://github.com/keunwoochoi/kapre) - Keras Audio Preprocessors. + * [librosa](https://github.com/librosa/librosa) - Python library for audio and music analysis. + * [matchering](https://github.com/sergree/matchering) - A library for automated reference audio mastering. + * [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. + * [pyaudioanalysis](https://github.com/tyiannak/pyAudioAnalysis) - Audio feature extraction, classification, segmentation and applications. + * [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. + * [timeside](https://github.com/Parisson/TimeSide) - Open web audio processing framework. +* Metadata + * [beets](https://github.com/beetbox/beets) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. + * [eyed3](https://github.com/nicfit/eyeD3) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. + * [mutagen](https://github.com/quodlibet/mutagen) - A Python module to handle audio metadata. + * [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. + +## Authentication + +*Libraries for implementing authentications schemes.* + +* OAuth + * [authlib](https://github.com/lepture/authlib) - JavaScript Object Signing and Encryption draft implementation. + * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." + * [django-oauth-toolkit](https://github.com/jazzband/django-oauth-toolkit) - OAuth 2 goodies for Django. + * [oauthlib](https://github.com/oauthlib/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. +* JWT + * [pyjwt](https://github.com/jpadilla/pyjwt) - JSON Web Token implementation in Python. + * [python-jose](https://github.com/mpdavis/python-jose/) - A JOSE implementation in Python. ## Build Tools *Compile software from source code.* -* [buildout](http://www.buildout.org/) - A build system for creating, assembling and deploying applications from multiple parts, some of which may be non-Python-based. -* [SCons](http://www.scons.org/) - A software construction tool. -* [PlatformIO](https://github.com/ivankravets/platformio) - A console tool to build code with different development platforms. +* [bitbake](https://github.com/openembedded/bitbake) - A make-like build tool for embedded Linux. +* [buildout](https://github.com/buildout/buildout) - A build system for creating, assembling and deploying applications from multiple parts. +* [platformio](https://github.com/platformio/platformio-core) - A console tool to build code with different development platforms. +* [pybuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python. +* [scons](https://github.com/SCons/scons) - A software construction tool. -## Files +## Built-in Classes Enhancement -*Libraries for file manipulation and MIME type detection.* +*Libraries for enhancing Python built-in classes.* -* [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. -* [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. -* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). -* [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. -* [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. -* [pathlib](https://pathlib.readthedocs.org/en/pep428/) - An cross-platform, object-oriented path library (included in Python 3.4) +* [attrs](https://github.com/python-attrs/attrs) - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions. +* [bidict](https://github.com/jab/bidict) - Efficient, Pythonic bidirectional map data structures and related functionality.. +* [box](https://github.com/cdgriffith/Box) - Python dictionaries with advanced dot notation access. +* [dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes. +* [dotteddict](https://github.com/carlosescri/DottedDict) - A library that provides a method of accessing lists and dicts with a dotted path notation. -## Date and Time +## CMS -*Libraries for working with dates and times.* +*Content Management Systems.* -* [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. -* [dateutil](https://pypi.python.org/pypi/python-dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes in Python. -* [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. -* [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [feincms](https://github.com/feincms/feincms) - One of the most advanced Content Management Systems built on Django. +* [indico](https://github.com/indico/indico) - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN). +* [wagtail](https://github.com/wagtail/wagtail) - A Django content management system. -## Text Processing +## Caching -*Libraries for parsing and manipulating texts.* +*Libraries for caching data.* -* General - * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. - * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. - * [esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. - * [shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. - * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that handles unicode. - * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs. Developed by Mozilla. - * [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. - * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. - * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate chinese hanzi (漢字) to pinyin (拼音). - * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts. -* Specific Formats - * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. - * [python-docx](https://github.com/mikemaccana/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. - * [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Packages is for writing and reading data and formatting information from Excel files. - * [XlsxWriter](https://xlsxwriter.readthedocs.org/) - A Python module for creating Excel .xlsx files. - * [mm](https://github.com/brianray/mm) - Python powered spreadsheets. - * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. - * [PyPDF2](https://github.com/mstamy2/PyPDF2) - a pure-python PDF library capable of splitting, merging and transforming PDF pages. - * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. - * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. - * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. -* Parser - * [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Library for parsing, formatting, storing and validating international phone numbers. - * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. - * [sqlparse](https://sqlparse.readthedocs.org/) - A non-validating SQL parser. - * [Pygments](http://pygments.org/) - A generic syntax highlighter. - * [python-nameparser](https://github.com/derek73/python-nameparser) - A simple Python module for parsing human names into their individual components. - * [schema](https://github.com/halst/schema) - A library for validating Python data structures. +* [beaker](https://github.com/bbangert/beaker) - A WSGI middleware for sessions and caching. +* [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - Automatic caching and invalidation for Django models. +* [django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation. +* [dogpile.cache](https://github.com/sqlalchemy/dogpile.cache) - dogpile.cache is a next generation replacement for Beaker made by the same authors. +* [hermescache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention. +* [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface. +* [python-diskcache](https://github.com/grantjenks/python-diskcache) - SQLite and file backed cache backend with faster lookups than memcached and redis. -## Natural Language Processing +## ChatOps Tools -*Libraries for working with human languages.* +*Libraries for chatbot development.* -* [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. -* [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python programming language. It has tools for natural language processing, machine learning, among others. -* [TextBlob](http://textblob.readthedocs.org/) - Providing a consistent API for diving into common natural language processing (NLP) tasks. Stands on the giant shoulders of NLTK and Pattern, and plays nicely with both. -* [jieba](https://github.com/fxsjy/jieba#jieba-1) - Chinese Words Segementation Utilities. -* [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. -* [loso](https://github.com/victorlin/loso) - Another Chinese segmentation library. -* [genius](https://github.com/duanhongyi/genius) - A Chinese segment base on Conditional Random Field. +* [errbot](https://github.com/errbotio/errbot/) - The easiest and most popular chatbot to implement ChatOps. -## Documentation +## Code Analysis -*Libraries for generating project documentation.* +*Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).* -* [Sphinx](http://sphinx-doc.org/) - Python Documentation generator. -* [reStructuredText](http://docutils.sourceforge.net/rst.html) - Markup Syntax and Parser Component of Docutils. -* [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. +* Code Analysis + * [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts. + * [prospector](https://github.com/PyCQA/prospector) - A tool to analyse Python code. + * [vulture](https://github.com/jendrikseipp/vulture) - A tool for finding and analysing dead Python code. +* Code Linters + * [flake8](https://github.com/PyCQA/flake8) - A wrapper around `pycodestyle`, `pyflakes` and McCabe. + * [awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions) + * [pylint](https://github.com/pylint-dev/pylint) - A fully customizable source code analyzer. +* Code Formatters + * [black](https://github.com/psf/black) - The uncompromising Python code formatter. + * [isort](https://github.com/timothycrosley/isort) - A Python utility / library to sort imports. + * [yapf](https://github.com/google/yapf) - Yet another Python code formatter from Google. +* Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing) + * [mypy](https://github.com/python/mypy) - Check variable types during compile time. + * [pyre-check](https://github.com/facebook/pyre-check) - Performant type checking. + * [typeshed](https://github.com/python/typeshed) - Collection of library stubs for Python, with static types. +* Static Type Annotations Generators + * [monkeytype](https://github.com/Instagram/MonkeyType) - A system for Python that generates static type annotations by collecting runtime types. + * [pytype](https://github.com/google/pytype) - Pytype checks and infers types for Python code - without requiring type annotations. -## Configuration +## Command-line Interface Development -*Libraries for storing configuration options.* +*Libraries for building command-line applications.* -* [ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. -* [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. -* [config](http://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). -* [profig](http://profig.readthedocs.org/) - Config from multiple formats with value conversion. +* Command-line Application Development + * [cement](https://github.com/datafolklabs/cement) - CLI Application Framework for Python. + * [click](https://github.com/pallets/click/) - A package for creating beautiful command line interfaces in a composable way. + * [cliff](https://github.com/openstack/cliff) - A framework for creating command-line programs with multi-level commands. + * [python-fire](https://github.com/google/python-fire) - A library for creating command line interfaces from absolutely any Python object. + * [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) - A library for building powerful interactive command lines. +* Terminal Rendering + * [alive-progress](https://github.com/rsalmei/alive-progress) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations. + * [asciimatics](https://github.com/peterbrittain/asciimatics) - A package to create full-screen text UIs (from interactive forms to ASCII animations). + * [bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. + * [colorama](https://github.com/tartley/colorama) - Cross-platform colored terminal text. + * [rich](https://github.com/Textualize/rich) - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler. + * [tqdm](https://github.com/tqdm/tqdm) - Fast, extensible progress bar for loops and CLI. ## Command-line Tools -*Libraries for building command-line application.* +*Useful CLI-based tools for productivity.* -* Command-line Application Development - * [click](http://click.pocoo.org/) - A package for creating beautiful command line interfaces in a composable way. - * [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools. - * [cliff](https://cliff.readthedocs.org/) - A framework for creating command-line programs with multi-level commands. - * [Clime](http://clime.mosky.tw) – Clime lets you convert any module into a multi-command CLI program without any configuration. - * [docopt](http://docopt.org/) - Pythonic command line arguments parser. - * [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. -* Workflow Tools - * [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX +* Productivity Tools + * [copier](https://github.com/copier-org/copier) - A library and command-line utility for rendering projects templates. + * [cookiecutter](https://github.com/cookiecutter/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). + * [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal. + * [howdoi](https://github.com/gleitz/howdoi) - Instant coding answers via the command line. + * [invoke](https://github.com/pyinvoke/invoke) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks. + * [pathpicker](https://github.com/facebook/PathPicker) - Select files out of bash output. + * [thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command. + * [tmuxp](https://github.com/tmux-python/tmuxp) - A [tmux](https://github.com/tmux/tmux) session manager. + * [try](https://github.com/timofurrer/try) - A dead simple CLI to try out python packages - it's never been easier. +* CLI Enhancements + * [httpie](https://github.com/httpie/cli) - A command line HTTP client, a user-friendly cURL replacement. + * [iredis](https://github.com/laixintao/iredis) - Redis CLI with autocompletion and syntax highlighting. + * [litecli](https://github.com/dbcli/litecli) - SQLite CLI with autocompletion and syntax highlighting. + * [mycli](https://github.com/dbcli/mycli) - MySQL CLI with autocompletion and syntax highlighting. + * [pgcli](https://github.com/dbcli/pgcli) - PostgreSQL CLI with autocompletion and syntax highlighting. -## Imagery +## Computer Vision -*Libraries for manipulating images.* +*Libraries for Computer Vision.* -* [pillow](http://pillow.readthedocs.org/) - Pillow is the **friendly** PIL fork. PIL is the [Python Imaging Library](http://www.pythonware.com/products/pil/). -* [wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. -* [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, resizing and flipping of images. -* [imgSeek](http://www.imgseek.net/) - A project for searching a collection of images using visual similarity. -* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. -* [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in python without needing PIL. -* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. -* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. -* [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. -* [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. +* [easyocr](https://github.com/JaidedAI/EasyOCR) - Ready-to-use OCR with 40+ languages supported. +* [kornia](https://github.com/kornia/kornia/) - Open Source Differentiable Computer Vision Library for PyTorch. +* [opencv](https://opencv.org/) - Open Source Computer Vision Library. +* [pytesseract](https://github.com/madmaze/pytesseract) - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). +* [tesserocr](https://github.com/sirfz/tesserocr) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR. -## Audio +## Configuration Files -*Libraries for manipulating audio.* +*Libraries for storing and parsing configuration options.* -* [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + AWS Elastic Transcoder. -* [beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. -* [pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/docs/) API. -* [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. -* [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. -* [audioread](https://github.com/sampsyo/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. -* [mutagen](https://code.google.com/p/mutagen/) - A Python module to handle audio metadata. -* [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. +* [configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser. +* [configobj](https://github.com/DiffSK/configobj) - INI file parser with validation. +* [hydra](https://github.com/facebookresearch/hydra) - Hydra is a framework for elegantly configuring complex applications. +* [python-decouple](https://github.com/HBNetwork/python-decouple) - Strict separation of settings from code. -## Video +## Cryptography -*Libraries for manipulating video and GIFs.* +* [cryptography](https://github.com/pyca/cryptography) - A package designed to expose cryptographic primitives and recipes to Python developers. +* [paramiko](https://github.com/paramiko/paramiko) - The leading native Python SSHv2 protocol library. +* [pynacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library. -* [moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [shorten.tv](http://www.shorten.tv/) - Video summarization. -* [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. +## Data Analysis -## Geolocation +*Libraries for data analyzing.* -*Libraries for geocoding addresses and working with latitudes and longitudes.* +* [pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. +* [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) - Pandas on AWS. +* [datasette](https://github.com/simonw/datasette) - An open source multi-tool for exploring and publishing data. +* [optimus](https://github.com/hi-primus/optimus) - Agile Data Science Workflows made easy with PySpark. -* [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. -* [pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. -* [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. -* [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utlities for GeoJSON. +## Data Validation -## HTTP +*Libraries for validating data. Used for forms in many cases.* -*Libraries for working with HTTP.* +* [cerberus](https://github.com/pyeve/cerberus) - A lightweight and extensible data validation library. +* [colander](https://github.com/Pylons/colander) - Validating and deserializing data obtained via XML, JSON, an HTML form post. +* [jsonschema](https://github.com/python-jsonschema/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python. +* [schema](https://github.com/keleshev/schema) - A library for validating Python data structures. +* [schematics](https://github.com/schematics/schematics) - Data Structure Validation. +* [voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. +* [pydantic](https://github.com/pydantic/pydantic) - Data validation using Python type hints. -* [requests](http://docs.python-requests.org/) - HTTP Requests for Humans™. -* [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement. +## Data Visualization + +*Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* + +* [altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python. +* [bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python. +* [bqplot](https://github.com/bloomberg/bqplot) - Interactive Plotting Library for the Jupyter Notebook. +* [cartopy](https://github.com/SciTools/cartopy) - A cartographic python library with matplotlib support. +* [diagrams](https://github.com/mingrammer/diagrams) - Diagram as Code. +* [matplotlib](https://github.com/matplotlib/matplotlib) - A Python 2D plotting library. +* [plotnine](https://github.com/has2k1/plotnine) - A grammar of graphics for Python based on ggplot2. +* [pygal](https://github.com/Kozea/pygal) - A Python SVG Charts Creator. +* [pygraphviz](https://github.com/pygraphviz/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/). +* [pyqtgraph](https://github.com/pyqtgraph/pyqtgraph) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. +* [seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using Matplotlib. +* [vispy](https://github.com/vispy/vispy) - High-performance scientific visualization based on OpenGL. ## Database *Databases implemented in Python.* -* [ZODB](http://www.zodb.org/) - A native object database for Python. A key-value and object graph database. +* [pickleDB](https://github.com/patx/pickledb) - A simple and lightweight key-value store for Python. +* [tinydb](https://github.com/msiemens/tinydb) - A tiny, document-oriented database. +* [zodb](https://github.com/zopefoundation/ZODB) - A native object database for Python. A key-value and object graph database. ## Database Drivers -*Libraties for connecting and operating databases.* - -* Relational Databases - * [mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. - * [psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for the Python. +*Libraries for connecting and operating databases.* + +* MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) + * [mysqlclient](https://github.com/PyMySQL/mysqlclient) - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork). + * [pymysql](https://github.com/PyMySQL/PyMySQL) - A pure Python MySQL driver compatible to mysql-python. +* PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres) + * [psycopg](https://github.com/psycopg/psycopg) - The most popular PostgreSQL adapter for Python. +* SQlite - [awesome-sqlite](https://github.com/planetopendata/awesome-sqlite) + * [sqlite3](https://docs.python.org/3/library/sqlite3.html) - (Python standard library) SQlite interface compliant with DB-API 2.0. + * [sqlite-utils](https://github.com/simonw/sqlite-utils) - Python CLI utility and library for manipulating SQLite databases. +* Other Relational Databases + * [pymssql](https://github.com/pymssql/pymssql) - A simple database interface to Microsoft SQL Server. + * [clickhouse-driver](https://github.com/mymarilyn/clickhouse-driver) - Python driver with native interface for ClickHouse. * NoSQL Databases - * [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Apache Cassandra. - * [PyMongo](http://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. - * [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client. + * [cassandra-driver](https://github.com/datastax/python-driver) - The Python Driver for Apache Cassandra. + * [happybase](https://github.com/python-happybase/happybase) - A developer-friendly library for Apache HBase. + * [kafka-python](https://github.com/dpkp/kafka-python) - The Python client for Apache Kafka. + * [pymongo](https://github.com/mongodb/mongo-python-driver) - The official Python client for MongoDB. + * [motor](https://github.com/mongodb/motor) - The async Python driver for MongoDB. + * [redis-py](https://github.com/redis/redis-py) - The Python client for Redis. -## ORM +## Date and Time -*Libraries that implement Object-Relational Mapping or datamapping techniques.* +*Libraries for working with dates and times.* -* Relational Databases - * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. - * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. - * [PonyORM](http://ponyorm.com) - ORM that provides a generator-oriented interface to SQL. -* NoSQL Databases - * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. - * [mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend +* [arrow](https://github.com/arrow-py/arrow) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps. +* [dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module. +* [pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. +* [pytz](https://pypi.org/project/pytz/) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. -## Web Frameworks +## Debugging Tools -*Web development frameworks.* +*Libraries for debugging code.* + +* pdb-like Debugger + * [ipdb](https://github.com/gotcha/ipdb) - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [pudb](https://github.com/inducer/pudb) - A full-screen, console-based Python debugger. +* Tracing + * [manhole](https://github.com/ionelmc/python-manhole) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt. + * [python-hunter](https://github.com/ionelmc/python-hunter) - A flexible code tracing toolkit. +* Profiler + * [py-spy](https://github.com/benfred/py-spy) - A sampling profiler for Python programs. Written in Rust. + * [vprof](https://github.com/nvdv/vprof) - Visual Python profiler. +* Others + * [django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - Display various debug information for Django. + * [flask-debugtoolbar](https://github.com/pallets-eco/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. + * [icecream](https://github.com/gruns/icecream) - Inspect variables, expressions, and program execution with a single, simple function call. + * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. + +## Deep Learning + +*Frameworks for Neural Networks and Deep Learning. Also see [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* + +* [keras](https://github.com/keras-team/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [pytorch](https://github.com/pytorch/pytorch) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. +* [pytorch-lightning](https://github.com/Lightning-AI/pytorch-lightning) - Deep learning framework to train, deploy, and ship AI products Lightning fast. +* [stable-baselines3](https://github.com/DLR-RM/stable-baselines3) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms. +* [tensorflow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. +* [theano](https://github.com/Theano/Theano) - A library for fast numerical computation. -* [Django](https://www.djangoproject.com/) - The most popular web framework in Python. -* [Flask](http://flask.pocoo.org/) - A microframework for Python. -* [Bottle](http://bottlepy.org/) - A fast, simple and lightweight WSGI micro web-framework. -* [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. -* [web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. -* [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. -* [TurboGears](http://www.turbogears.org/) - The Web Framework that scales with you. Starts as a microframework and scales up to a fullstack solution. -* [CherryPy](http://www.cherrypy.org/) - A Minimalist Python Web Framework, HTTP/1.1-compliant and WSGI thread-pooled. -* [Grok](http://grok.zope.org/) - A framework built on the existing Zope 3 libraries, offers a lot of building blocks for web development. -* [Bluebream](http://bluebream.zope.org/) - An open-source web application server, framework and library, created by the Zope community and formerly known as Zope 3. -* [guava](https://github.com/flatpeach/guava) - A lightweight and high performance web framework for Python written in C. +## DevOps Tools -## CMS +*Software and libraries for DevOps.* -*Content management systems* +* Configuration Management + * [ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. + * [cloudinit](https://github.com/canonical/cloud-init) - A multi-distribution package that handles early initialization of a cloud instance. + * [openstack](https://www.openstack.org/) - Open source software for building private and public clouds. + * [pyinfra](https://github.com/pyinfra-dev/pyinfra) - A versatile CLI tools and python libraries to automate infrastructure. + * [saltstack](https://github.com/saltstack/salt) - Infrastructure automation and management system. +* SSH-style Deployment + * [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. + * [fabric](https://github.com/fabric/fabric) - A simple, Pythonic tool for remote execution and deployment. +* Process Management + * [supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. +* Monitoring + * [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. +* Backup + * [borg](https://github.com/borgbackup/borg) - A deduplicating archiver with compression and encryption. + +## Distributed Computing + +*Frameworks and libraries for Distributed Computing.* + +* Batch Processing + * [dask](https://github.com/dask/dask) - A flexible parallel computing library for analytic computing. + * [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. + * [PySpark](https://github.com/apache/spark) - [Apache Spark](https://spark.apache.org/) Python API. + * [Ray](https://github.com/ray-project/ray/) - A system for parallel and distributed Python that unifies the machine learning ecosystem. +* Stream Processing + * [faust](https://github.com/robinhood/faust) - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python. + * [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/). -* [Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. -* [Wagtail](http://wagtail.io/) - A Django content management system. -* [django-oscar](http://oscarcommerce.com/) - An open-source ecommerce framework for Django. -* [Quokka CMS](http://quokkaproject.org) - Flexible, extensible, small CMS powered by Flask and MongoDB. -* [Opps CMS](http://oppsproject.org/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. -* [Plone](http://plone.org/) - Content Management System built on top of the open source application server Zope and the accompanying Content Management Framework. -* [django-cms](https://www.django-cms.org/en/) - An Open source enterprise content management system based on the django framework. +## Distribution -## RESTful API +*Libraries to create packaged executables for release distribution.* -*Libraries for developing RESTful APIs.* +* [py2app](https://github.com/ronaldoussoren/py2app) - Freezes Python scripts (Mac OS X). +* [py2exe](https://github.com/py2exe/py2exe) - Freezes Python scripts (Windows). +* [pyarmor](https://github.com/dashingsoft/pyarmor) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. +* [pyinstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). +* [shiv](https://github.com/linkedin/shiv) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included. -* [cornice](https://cornice.readthedocs.org/) - A REST framework for Pyramid. -* [django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit that makes it easy to build Web APIs. -* [django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. -* [flask-api](http://www.flaskapi.org/) - An implementation of the same web browsable APIs that django-rest-framework provides. -* [flask-restful](http://flask-restful.readthedocs.org/) - An extension for Flask that adds support for quickly building REST APIs. -* [flask-api-utils](https://github.com/marselester/flask-api-utils) - Flask extension that takes care of API representation and authentication. -* [falcon](http://falconframework.org/) - A high-performance Python framework for building cloud APIs and web app backends. -* [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. -* [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. +## Documentation -## Authentication and OAuth +*Libraries for generating project documentation.* -*Libraries for implementing authentications schemes.* +* [sphinx](https://github.com/sphinx-doc/sphinx/) - Python Documentation generator. + * [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) +* [pdoc](https://github.com/mitmproxy/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries. -* [OAuthLib](https://github.com/idan/oauthlib) - A generic, spec-compliant, thorough implementation of the OAuth request-signing logic. -* [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. -* [python-oauth2](https://github.com/simplegeo/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. -* [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. -* [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. -* [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. -* [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." -* [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. +## Downloader -## Template Engine +*Libraries for downloading.* -*Libraries and tools for templating and lexing.* +* [akshare](https://github.com/jindaxiang/akshare) - A financial data interface library, built for human beings! +* [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. +* [youtube-dl](https://github.com/ytdl-org/youtube-dl/) - A command-line program to download videos from YouTube and other video sites. -* [Jinja2](https://github.com/mitsuhiko/jinja2) - A modern and designer friendly templating language. -* [Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. -* [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. -* [Chameleon](https://chameleon.readthedocs.org/) - Chameleon is an HTML/XML template engine for Python. Modeled after ZPT, optimized for speed. -* [Spitfire](https://code.google.com/p/spitfire/) - A very fast Python template compiler. +## Editor Plugins and IDEs -## Queue +* Emacs + * [elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. +* Vim + * [jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python. + * [python-mode](https://github.com/python-mode/python-mode) - An all in one plugin for turning Vim into a Python IDE. + * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. +* Visual Studio + * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. +* Visual Studio Code + * [Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python. +* IDE + * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. + * [spyder](https://github.com/spyder-ide/spyder) - Open Source Python IDE. -*Libraries for working with event and task queues.* +## Email -* [celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. -* [mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. -* [rq](http://python-rq.org/) - Simple job queues for Python. +*Libraries for sending and parsing email.* -## Search +* Mail Servers + * [modoboa](https://github.com/modoboa/modoboa) - A mail hosting and management platform including a modern Web UI. + * [salmon](https://github.com/moggers87/salmon) - A Python Mail Server. +* Clients + * [imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. + * [yagmail](https://github.com/kootenpv/yagmail) - Yet another Gmail/SMTP client. +* Others + * [flanker](https://github.com/mailgun/flanker) - An email address and Mime parsing library. + * [mailer](https://github.com/marrow/mailer) - High-performance extensible mail delivery framework. -*Libraries and software for indexing and performing search queries on data.* +## Environment Management -* [django-haystack](https://github.com/toastdriven/django-haystack) - Modular search for Django. -* [elasticsearch-py](http://www.elasticsearch.org/guide/en/elasticsearch/client/python-api/current/) - The official low-level Python client for [Elasticsearch](http://www.elasticsearch.org/). -* [solrpy](https://code.google.com/p/solrpy/) - A Python client for [solr](http://lucene.apache.org/solr/). -* [Whoosh](http://whoosh.readthedocs.org/) - A fast, pure Python search engine library. +*Libraries for Python version and virtual environment management.* -## News Feed +* [pyenv](https://github.com/pyenv/pyenv) - Simple Python version management. +* [virtualenv](https://github.com/pypa/virtualenv) - A tool to create isolated Python environments. -*Libraries for building user's activities.* +## File Manipulation -* [Feedly](https://github.com/tschellenbach/Feedly) - A library which allows you to build newsfeed and notification systems using Cassandra and/or Redis. -* [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generate generic activity streams from the actions on your site. +*Libraries for file manipulation.* -## Asset Management +* [mimetypes](https://docs.python.org/3/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. +* [pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library. +* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html). +* [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. +* [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. -*Tools for managing, compressing and minifying website assets.* +## Functional Programming -* [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline javascript or CSS into a single cached file. -* [webassets](http://webassets.readthedocs.org/en/latest/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. -* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. -* [fileconveyor](http://fileconveyor.org/) - Monitors changes, processes, and transports assets to CDNs and file storage systems. -* [django-storages](http://code.larlet.fr/django-storages/) - A collection of custom storage backends for Django. +*Functional Programming with Python.* -## Caching +* [coconut](https://github.com/evhub/coconut) - A variant of Python built for simple, elegant, Pythonic functional programming. +* [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. +* [more-itertools](https://github.com/erikrose/more-itertools) - More routines for operating on iterables, beyond `itertools`. +* [returns](https://github.com/dry-python/returns) - A set of type-safe monads, transformers, and composition utilities. +* [cytoolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of `Toolz`: High performance functional utilities. +* [toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. -*Libraries for caching data.* +## GUI Development -* [Beaker Caching & Sessions](http://beaker.readthedocs.org/en/latest/) - Beaker is a library for caching and sessions for use with web applications and stand-alone Python scripts and applications. -* [Dogpile Cache](http://dogpilecache.readthedocs.org/en/latest/) - Dogpile Cache is next generation replacement for Beaker made by same authors. -* [HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. +*Libraries for working with graphical user interface applications.* -## Email +* [curses](https://docs.python.org/3/library/curses.html) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. +* [Eel](https://github.com/ChrisKnott/Eel) - A library for making simple Electron-like offline HTML/JS GUI apps. +* [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declarative Syntax like QML. +* [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line. +* [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. +* [pyglet](https://github.com/pyglet/pyglet) - A cross-platform windowing and multimedia library for Python. +* [PyGObject](https://pygobject.readthedocs.io/) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3). +* [PyQt](https://doc.qt.io/qtforpython/) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework. +* [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - Wrapper for tkinter, Qt, WxPython and Remi. +* [pywebview](https://github.com/r0x0r/pywebview/) - A lightweight cross-platform native wrapper around a webview component. +* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. +* [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. +* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. +* [wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. +* [DearPyGui](https://github.com/RaylockLLC/DearPyGui/) - A Simple GPU accelerated Python GUI framework -*Libraries for sending and parsing email.* +## GraphQL -* [inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans. -* [lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. -* [imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. -* [flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. -* [marrow.mailer](https://github.com/marrow/marrow.mailer) - High-performance extensible mail delivery framework. -* [django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - Django email backend with AWS SES and Celery. -* [modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web User Interface. +*Libraries for working with GraphQL.* -## Internationalization +* [graphene](https://github.com/graphql-python/graphene/) - GraphQL framework for Python. -*Libraries for woking with i18n.* +## Game Development -* [Babel](http://babel.pocoo.org/) - An internationalization library for Python. +*Awesome game development libraries.* -## URL Manipulation +* [Arcade](https://api.arcade.academy/en/latest/) - Arcade is a modern Python framework for crafting games with compelling graphics and sound. +* [Cocos2d](https://www.cocos.com/en/cocos2d-x) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. +* [Harfang3D](http://www.harfang3d.com) - Python framework for 3D, VR and game development. +* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney. +* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. +* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. +* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. +* [PySDL2](https://pysdl2.readthedocs.io) - A ctypes based wrapper for the SDL2 library. +* [RenPy](https://www.renpy.org/) - A Visual Novel engine. -*Libraries for parsing URLs.* +## Geolocation -* [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. -* [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure python URL shortening lib. +*Libraries for geocoding addresses and working with latitudes and longitudes.* + +* [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides a country field for models and forms. +* [geodjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. +* [geojson](https://github.com/jazzband/geojson) - Python bindings and utilities for GeoJSON. +* [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. ## HTML Manipulation *Libraries for working with HTML and XML.* -* [BeautifulSoup](http://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. -* [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. +* [beautifulsoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. +* [bleach](https://github.com/mozilla/bleach) - A whitelist-based HTML sanitization and text linkification library. +* [cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python. * [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments. +* [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. +* [markupsafe](https://github.com/pallets/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python. * [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. -* [cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. -* [MarkupSafe](https://github.com/mitsuhiko/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python. -* [bleach](http://bleach.readthedocs.org/) - A whitelist-based HTML sanitization and text linkification library. +* [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access. +* [WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. +* [xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing. * [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. -* [xhtml2pdf](https://github.com/chrisglass/xhtml2pdf) - HTML/CSS to PDF converter. -## Web Crawling +## HTTP Clients -*Libraries for scraping websites.* +*Libraries for working with HTTP.* -* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. -* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. -* [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. +* [httpx](https://github.com/encode/httpx) - A next generation HTTP client for Python. +* [requests](https://github.com/psf/requests) - HTTP Requests for Humans. +* [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client. +* [urllib3](https://github.com/urllib3/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. -## Web Content Extracting +## Hardware -*Libraries for extracting web contents.* +*Libraries for programming with hardware.* -* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. -* [html2text](https://github.com/aaronsw/html2text) - Convert HTML to Markdown-formatted text. -* [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. -* [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. -* [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. -* [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. -* [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. -* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. -* [opengraph](https://github.com/erikriver/opengraph) - A python module to parse the Open Graph Protocol +* [keyboard](https://github.com/boppreh/keyboard) - Hook and simulate global keyboard events on Windows and Linux. +* [mouse](https://github.com/boppreh/mouse) - Hook and simulate global mouse events on Windows and Linux. +* [pynput](https://github.com/moses-palmer/pynput) - A library to control and monitor input devices. +* [scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library. -## Downloader +## Image Processing -*Libraries for downloading.* +*Libraries for manipulating images.* -* [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. -* [youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. -* [you-get](http://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. -* [coursera](https://github.com/coursera-dl/coursera) - Script for downloading Coursera.org videos and naming them. +* [pillow](https://github.com/python-pillow/Pillow) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [python-barcode](https://github.com/WhyNotHugo/python-barcode) - Create barcodes in Python with no extra dependencies. +* [pymatting](http://github.com/pymatting/pymatting) - A library for alpha matting. +* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. +* [pywal](https://github.com/dylanaraps/pywal) - A tool that generates color schemes from images. +* [pyvips](https://github.com/libvips/pyvips) - A fast image processing library with low memory needs. +* [quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. +* [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. +* [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [wand](https://github.com/emcconville/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. -## Forms +## Implementations -*Libraries for working with forms.* +*Implementations of Python.* -* [WTForms](http://wtforms.readthedocs.org/) - A flexible forms validation and rendering library. -* [Deform](http://deform.readthedocs.org/) - Python HTML form generation library influenced by the formish form generation library. -* [django-crispy-forms](http://django-crispy-forms.readthedocs.org/) - A Django app which lets you create beautiful forms in a very elegant and DRY way. -* [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer. +* [cpython](https://github.com/python/cpython) - **Default, most widely used implementation of the Python programming language written in C.** +* [cython](https://github.com/cython/cython) - Optimizing Static Compiler for Python. +* [clpython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp. +* [ironpython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C#. +* [micropython](https://github.com/micropython/micropython) - A lean and efficient Python programming language implementation. +* [numba](https://github.com/numba/numba) - Python JIT compiler to LLVM aimed at scientific Python. +* [peachpy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. +* [pypy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language. +* [pyston](https://github.com/pyston/pyston/) - A Python implementation using JIT techniques. -## Data Validation +## Interactive Interpreter -*Libraries for validating data. Used for forms in many cases.* +*Interactive Python interpreters (REPL).* -* [voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. It is primarily intended for validating data coming into Python as JSON, YAML, etc. -* [dictshield](https://github.com/exfm/dictshield) - A fast way to validate and trim the values in a dictionary. -* [colander](http://docs.pylonsproject.org/projects/colander/en/latest/index.html) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. +* [bpython](https://github.com/bpython/bpython) - A fancy interface to the Python interpreter. +* [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. + * [awesome-jupyter](https://github.com/markusschanta/awesome-jupyter) +* [ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). -## Anti-spam +## Internationalization -*Libraries for fighting spam.* +*Libraries for working with i18n.* -* [Stopspam](https://github.com/phalt/stopspam) - Intelligent spam detection for Python. -* [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. -* [django-simple-captcha](https://github.com/mbi/django-simple-captcha) - A simple and highly customizable Django app to add captcha images to any Django form. +* [Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. +* [PyICU](https://github.com/ovalhub/pyicu) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). -## Tagging +## Job Scheduler -*Libraries for tagging items.* +*Libraries for scheduling jobs.* -* [django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. +* [Airflow](https://airflow.apache.org/) - Airflow is a platform to programmatically author, schedule and monitor workflows. +* [APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. +* [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. +* [doit](http://pydoit.org/) - A task runner and build tool. +* [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. +* [Joblib](https://joblib.readthedocs.io/) - A set of tools to provide lightweight pipelining in Python. +* [Plan](https://github.com/fengsp/plan) - Writing crontab file in Python like a charm. +* [Prefect](https://github.com/PrefectHQ/prefect) - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines. +* [schedule](https://github.com/dbader/schedule) - Python job scheduling for humans. +* [Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python. +* [TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. -## Admin Panels +## Logging -*Libraries for administrative interfaces.* +*Libraries for generating and working with logs.* -* [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. -* [Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. -* [django-xadmin](https://github.com/sshwsfc/django-xadmin) - Drop-in replacement of Django admin comes with lots of goodies. -* [flask-admin](https://github.com/mrjoes/flask-admin) - Simple and extensible administrative interface framework for Flask. -* [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. +* [logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. +* [logging](https://docs.python.org/3/library/logging.html) - (Python standard library) Logging facility for Python. +* [loguru](https://github.com/Delgan/loguru) - Library which aims to bring enjoyable logging in Python. +* [sentry-python](https://github.com/getsentry/sentry-python) - Sentry SDK for Python. +* [structlog](https://www.structlog.org/en/stable/) - Structured logging made easy. -## Processes and Threads +## Machine Learning -*Libraries for woking with processes or threads* +*Libraries for Machine Learning. Also see [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* -* [multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) - Process-based "threading" interface. -* [threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. -* [envoy](https://github.com/kennethreitz/envoy) - Python Subprocesses for Humans™. -* [sh](https://github.com/amoffat/sh) - A full-fledged [subprocess](https://docs.python.org/2/library/subprocess.html) replacement for Python. +* [gym](https://github.com/openai/gym) - A toolkit for developing and comparing reinforcement learning algorithms. +* [H2O](https://github.com/h2oai/h2o-3) - Open Source Fast Scalable Machine Learning Platform. +* [Metrics](https://github.com/benhamner/Metrics) - Machine learning evaluation metrics. +* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. +* [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. +* [Spark ML](http://spark.apache.org/docs/latest/ml-guide.html) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. +* [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [xgboost](https://github.com/dmlc/xgboost) - A scalable, portable, and distributed gradient boosting library. +* [MindsDB](https://github.com/mindsdb/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. -## Networking +## Microsoft Windows -*Libraries for network programming.* +*Python programming on Microsoft Windows.* -* [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [Tornado](http://www.tornadoweb.org/) - A Web framework and asynchronous networking library. -* [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. -* [diesel](https://github.com/jamwt/diesel) - Greenlet-based event I/O Framework for Python. -* [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the 0MQ message library. +* [Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. +* [pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. +* [PythonNet](https://github.com/pythonnet/pythonnet) - Python Integration with the .NET Common Language Runtime (CLR). +* [PyWin32](https://github.com/mhammond/pywin32) - Python Extensions for Windows. +* [WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. -## WebSocket +## Miscellaneous -*Libraries for woking with WebSocket.* +*Useful libraries or tools that don't fit in the categories above.* -* [AutobahnPython](https://github.com/tavendo/AutobahnPython) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. +* [blinker](https://github.com/jek/blinker) - A fast Python in-process signal/event dispatching system. +* [boltons](https://github.com/mahmoud/boltons) - A set of pure-Python utilities. +* [itsdangerous](https://github.com/pallets/itsdangerous) - Various helpers to pass trusted data to untrusted environments. +* [magenta](https://github.com/magenta/magenta) - A tool to generate music and art using artificial intelligence. +* [pluginbase](https://github.com/mitsuhiko/pluginbase) - A simple but flexible plugin system for Python. +* [tryton](http://www.tryton.org/) - A general purpose business framework. -## WSGI Servers +## Natural Language Processing -*WSGI-compatible web servers.* +*Libraries for working with human languages.* -* [wsgiref](http://docs.python.org/library/wsgiref.html) - (Python standard library) WSGI reference implementation, single-threaded. -* [Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. -* [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. -* [rocket](http://pypi.python.org/pypi/rocket) - Multi-threaded. -* [waitress](https://waitress.readthedocs.org/en/latest/) - Multi-threaded, poweres Pyramid. -* [gunicorn](http://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. -* [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. -* [meinheld](http://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. -* [bjoern](http://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. +- General + * [gensim](https://github.com/RaRe-Technologies/gensim) - Topic Modeling for Humans. + * [langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system. + * [nltk](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. + * [pattern](https://github.com/clips/pattern) - A web mining module. + * [polyglot](https://github.com/aboSamoor/polyglot) - Natural language pipeline supporting hundreds of languages. + * [pytext](https://github.com/facebookresearch/pytext) - A natural language modeling framework based on PyTorch. + * [PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - A toolkit enabling rapid deep learning NLP prototyping for research. + * [spacy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. + * [Stanza](https://github.com/stanfordnlp/stanza) - The Stanford NLP Group's official Python library, supporting 60+ languages. +- Chinese + * [funNLP](https://github.com/fighting41love/funNLP) - A collection of tools and datasets for Chinese NLP. + * [jieba](https://github.com/fxsjy/jieba) - The most popular Chinese text segmentation library. + * [pkuseg-python](https://github.com/lancopku/pkuseg-python) - A toolkit for Chinese word segmentation in various domains. + * [snownlp](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. + +## Network Virtualization + +*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* + +* [mininet](https://github.com/mininet/mininet) - A popular network emulator and API written in Python. +* [napalm](https://github.com/napalm-automation/napalm) - Cross-vendor API to manipulate network devices. +* [pox](https://github.com/noxrepo/pox) - A Python-based SDN control applications, such as OpenFlow SDN controllers. -## Cryptography +## News Feed -* [PyCA's Cryptography](https://cryptography.io/en/latest/) - cryptography is a package designed to expose cryptographic primitives and recipes to Python developers. +*Libraries for building user's activities.* -## GUI +* [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generating generic activity streams from the actions on your site. +* [Stream Framework](https://github.com/tschellenbach/Stream-Framework) - Building news feed and notification systems using Cassandra and Redis. -*Libraries for working with graphical user interface applications.* +## ORM -* [PySide](http://qt-project.org/wiki/pyside) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, supporting the Qt v4 framework. -* [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. -* [kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. -* [curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. -* [pyglet](http://www.pyglet.org/) - A cross-platform windowing and multimedia library for Python. -* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [PyQt](http://www.riverbankcomputing.co.uk/software/pyqt/intro) - Python bindings for the [Qt](http://qt-project.org/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. +*Libraries that implement Object-Relational Mapping or data mapping techniques.* -## Game Development +* Relational Databases + * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - The Django ORM. + * [SQLAlchemy](https://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. + * [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) + * [dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. + * [orator](https://github.com/sdispater/orator) - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. + * [orm](https://github.com/encode/orm) - An async ORM. + * [peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. + * [pony](https://github.com/ponyorm/pony/) - ORM that provides a generator-oriented interface to SQL. + * [pydal](https://github.com/web2py/pydal/) - A pure Python Database Abstraction Layer. +* NoSQL Databases + * [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis. + * [mongoengine](https://github.com/MongoEngine/mongoengine) - A Python Object-Document-Mapper for working with MongoDB. + * [PynamoDB](https://github.com/pynamodb/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). + * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. -*Awesome game development libraries.* +## Package Management -* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. -* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. -* [PySDL2](http://pysdl2.readthedocs.org/en/latest/) - A ctypes based wrapper for the SDL2 library. -* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. -* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. -* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. +*Libraries for package and dependency management.* -## Logging +* [pip](https://pip.pypa.io/en/stable/) - The package installer for Python. + * [pip-tools](https://github.com/jazzband/pip-tools) - A set of tools to keep your pinned Python dependencies fresh. + * [PyPI](https://pypi.org/) +* [conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager. +* [poetry](https://github.com/sdispater/poetry) - Python dependency management and packaging made easy. -*Libraries for generating and working with log files.* +## Package Repositories -* [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. -* [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. -* [Raven](http://raven.readthedocs.org/) - The Python client for Sentry. +*Local PyPI repository server and proxies.* -## Testing +* [bandersnatch](https://github.com/pypa/bandersnatch/) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). +* [devpi](https://github.com/devpi/devpi) - PyPI server and packaging/testing/release tool. +* [localshop](https://github.com/jazzband/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi). +* [warehouse](https://github.com/pypa/warehouse) - Next generation Python Package Repository (PyPI). -*Libraries for testing codebases and generating test data.* +## Penetration Testing -* Testing Frameworks - * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. - * [nose](https://nose.readthedocs.org/) - nose extends unittest. - * [pytest](http://pytest.org/) - A mature full-featured Python testing tool. - * [mamba](https://nestorsalceda.github.io/mamba) - The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). - * [contexts](https://github.com/benjamin-hodgson/Contexts) - A modern and flexible _Behaviour-Driven-Development_ framework for Python 3.3 and above, inspired by C#'s `Machine.Specifications`. -* Mock - * [mock](https://pypi.python.org/pypi/mock) - A Python Mocking and Patching Library for Testing. - * [responses](https://github.com/dropbox/responses) - A utility library for mocking out the requests Python library. - * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. -* Fake Data - * [faker](http://www.joke2k.net/faker/) - A Python package that generates fake data. - * [model_mommy](https://model-mommy.readthedocs.org/) - Creating random fixtures for testing in Django. -* Code Coverage - * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. -* Load Testing - * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. -* Error Handler - * [FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. +*Frameworks and tools for penetration testing.* -## Code Analysis and Linter +* [fsociety](https://github.com/Manisso/fsociety) - A Penetration testing framework. +* [setoolkit](https://github.com/trustedsec/social-engineer-toolkit) - A toolkit for social engineering. +* [sqlmap](https://github.com/sqlmapproject/sqlmap) - Automatic SQL injection and database takeover tool. -*Libraries and tools for analysing, parsing and manipulation codebases.* +## Permissions -* [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. -* [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. -* [Pylint](http://www.pylint.org/) - A source code analyzer. +*Libraries that allow or deny users access to data or functionality.* -## Debugging Tools +* [django-guardian](https://github.com/django-guardian/django-guardian) - Implementation of per object permissions for Django 1.2+ +* [django-rules](https://github.com/dfunckt/django-rules) - A tiny but powerful app providing object-level permissions to Django, without requiring a database. -*Libraries for dubugging and developing.* +## Processes -* [pdb](https://docs.python.org/2/library/pdb.html) - (Python standard library) The Python Debugger. -* [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled pdb. -* [winpdb](http://winpdb.org/) - A Platform Independent Python Debugger with GUI. -* [pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger. -* [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. -* [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. -* [django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information about the current request/response. -* [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver. +*Libraries for starting and communicating with OS processes.* -## Science and Data Analysis +* [delegator.py](https://github.com/amitt001/delegator.py) - [Subprocesses](https://docs.python.org/3/library/subprocess.html) for Humans 2.0. +* [sarge](https://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess. +* [sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. -*Libraries for scientific computing and data analyzing.* +## Recommender Systems -* [SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. -* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. -* [Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. +*Libraries for building recommender systems.* + +* [annoy](https://github.com/spotify/annoy) - Approximate Nearest Neighbors in C++/Python optimized for memory usage. +* [fastFM](https://github.com/ibayer/fastFM) - A library for Factorization Machines. +* [implicit](https://github.com/benfred/implicit) - A fast Python implementation of collaborative filtering for implicit datasets. +* [libffm](https://github.com/guestwalk/libffm) - A library for Field-aware Factorization Machine (FFM). +* [lightfm](https://github.com/lyst/lightfm) - A Python implementation of a number of popular recommendation algorithms. +* [spotlight](https://github.com/maciejkula/spotlight) - Deep recommender models using PyTorch. +* [Surprise](https://github.com/NicolasHug/Surprise) - A scikit for building and analyzing recommender systems. +* [tensorrec](https://github.com/jfkirk/tensorrec) - A Recommendation Engine Framework in TensorFlow. + +## Refactoring + +*Refactoring tools and libraries for Python* + + * [Bicycle Repair Man](http://bicyclerepair.sourceforge.net/) - Bicycle Repair Man, a refactoring tool for Python. + * [Bowler](https://pybowler.io/) - Safe code refactoring for modern Python. + * [Rope](https://github.com/python-rope/rope) - Rope is a python refactoring library. + +## RESTful API + +*Libraries for building RESTful APIs.* + +* Django + * [django-rest-framework](https://github.com/encode/django-rest-framework) - A powerful and flexible toolkit to build web APIs. + * [django-tastypie](https://github.com/django-tastypie/django-tastypie) - Creating delicious APIs for Django apps. +* Flask + * [eve](https://github.com/pyeve/eve) - REST API framework powered by Flask, MongoDB and good intentions. + * [flask-api](https://github.com/flask-api/flask-api) - Browsable Web APIs for Flask. + * [flask-restful](https://github.com/flask-restful/flask-restful) - Quickly building REST APIs for Flask. +* Pyramid + * [cornice](https://github.com/Cornices/cornice) - A RESTful framework for Pyramid. +* Framework agnostic + * [falcon](https://github.com/falconry/falcon) - A high-performance framework for building cloud APIs and web app backends. + * [fastapi](https://github.com/tiangolo/fastapi) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints. + * [hug](https://github.com/hugapi/hug) - A Python 3 framework for cleanly exposing APIs. + * [sandman2](https://github.com/jeffknupp/sandman2) - Automated REST APIs for existing database-driven systems. + * [sanic](https://github.com/sanic-org/sanic) - A Python 3.6+ web server and web framework that's written to go fast. + +## Robotics + +*Libraries for robotics.* + +* [PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - This is a compilation of various robotics algorithms with visualizations. +* [rospy](http://wiki.ros.org/rospy) - This is a library for ROS (Robot Operating System). + +## RPC Servers + +*RPC-compatible servers.* + +* [RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - A transparent and symmetric RPC library for Python +* [zeroRPC](https://github.com/0rpc/zerorpc-python) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). + +## Science + +*Libraries for scientific computing. Also see [Python-for-Scientists](https://github.com/TomNicholas/Python-for-Scientists).* + +* [astropy](http://www.astropy.org/) - A community Python library for Astronomy. +* [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - Providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [bccb](https://github.com/chapmanb/bcbb) - Collection of useful code related to biological analysis. +* [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. +* [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. +* [Colour](http://colour-science.org/) - Implementing a comprehensive number of colour theory transformations and algorithms. +* [Karate Club](https://github.com/benedekrozemberczki/karateclub) - Unsupervised machine learning toolbox for graph structured data. * [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. -* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. -* [PyMC](https://github.com/pymc-devs/pymc) - Markov Chain Monte Carlo sampling toolkit. -* [zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. -* [PyDy](https://pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. -* [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. +* [NIPY](http://nipy.org) - A collection of neuroimaging toolkits. +* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. +* [ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology. +* [Open Babel](https://open-babel.readthedocs.io/) - A chemical toolbox designed to speak the many languages of chemical data. +* [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. +* [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit. +* [QuTiP](http://qutip.org/) - Quantum Toolbox in Python. +* [RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. +* [SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. +* [SimPy](https://gitlab.com/team-simpy/simpy) - A process-based discrete-event simulation framework. * [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. +* [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. +* [Zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. -## Data Visualization +## Search -*Libraries for visualizing data.* +*Libraries and software for indexing and performing search queries on data.* -* [matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [bokeh](https://github.com/ContinuumIO/bokeh) - Interactive Web Plotting for Python. -* [plotly](https://plot.ly/python) - Collaborative web plotting for Python and matplotlib. -* [vincent](https://github.com/wrobstory/vincent) - A Python to Vega translator. -* [d3py](https://github.com/mikedewar/d3py) - A plottling library for Python, based on [D3.js](http://d3js.org/). -* [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. -* [Kartograph.py](https://github.com/kartograph/kartograph.py) - Rendering beautiful SVG maps in Python. +* [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django. +* [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. +* [elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). +* [pysolr](https://github.com/django-haystack/pysolr) - A lightweight Python wrapper for [Apache Solr](https://lucene.apache.org/solr/). +* [whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library. -## Machine Learning +## Serialization -*Libraries for Machine Learning.* +*Libraries for serializing complex data types* -* [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. -* [pattern](https://github.com/clips/pattern) - Web mining module for Python. -* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. -* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. -* [PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. -* [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. -* [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. +* [marshmallow](https://github.com/marshmallow-code/marshmallow) - A lightweight library for converting complex objects to and from simple Python datatypes. +* [pysimdjson](https://github.com/TkTech/pysimdjson) - A Python bindings for [simdjson](https://github.com/lemire/simdjson). +* [python-rapidjson](https://github.com/python-rapidjson/python-rapidjson) - A Python wrapper around [RapidJSON](https://github.com/Tencent/rapidjson). +* [ultrajson](https://github.com/esnme/ultrajson) - A fast JSON decoder and encoder written in C with Python bindings. -## Functional Programming +## Serverless Frameworks -* [fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. -* [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. +*Frameworks for developing serverless Python code.* + +* [python-lambda](https://github.com/nficano/python-lambda) - A toolkit for developing and deploying Python code in AWS Lambda. +* [Zappa](https://github.com/zappa/Zappa) - A tool for deploying WSGI applications on AWS Lambda and API Gateway. + +## Shell + +*Shells based on Python.* + +* [xonsh](https://github.com/xonsh/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 + * [tablib](https://github.com/jazzband/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. +* Office + * [docxtpl](https://github.com/elapouya/python-docx-template) - Editing a docx document by jinja2 template + * [openpyxl](https://openpyxl.readthedocs.io/en/stable/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. + * [pyexcel](https://github.com/pyexcel/pyexcel) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. + * [python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. + * [python-pptx](https://github.com/scanny/python-pptx) - Python library for creating and updating PowerPoint (.pptx) files. + * [unoconv](https://github.com/unoconv/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice. + * [XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - A Python module for creating Excel .xlsx files. + * [xlwings](https://github.com/ZoomerAnalytics/xlwings) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. + * [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files. +* PDF + * [pdfminer.six](https://github.com/pdfminer/pdfminer.six) - Pdfminer.six is a community maintained fork of the original PDFMiner. + * [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages. + * [ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. +* Markdown + * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. + * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. +* YAML + * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. +* CSV + * [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV. +* Archive + * [unp](https://github.com/mitsuhiko/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.* + +* [lektor](https://github.com/lektor/lektor) - An easy to use static CMS and blog engine. +* [mkdocs](https://github.com/mkdocs/mkdocs/) - Markdown friendly documentation generator. +* [makesite](https://github.com/sunainapai/makesite) - Simple, lightweight, and magic-free static site/blog generator (< 130 lines). +* [nikola](https://github.com/getnikola/nikola) - A static website and blog generator. +* [pelican](https://github.com/getpelican/pelican) - Static site generator that supports Markdown and reST syntax. + +## Tagging -## MapReduce +*Libraries for tagging items.* + +* [django-taggit](https://github.com/jazzband/django-taggit) - Simple tagging for Django. + +## Task Queues + +*Libraries for working with task queues.* + +* [celery](https://docs.celeryproject.org/en/stable/) - An asynchronous task queue/job queue based on distributed message passing. +* [dramatiq](https://github.com/Bogdanp/dramatiq) - A fast and reliable background task processing library for Python 3. +* [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. +* [mrq](https://github.com/pricingassistant/mrq) - A distributed worker task queue in Python using Redis & gevent. +* [rq](https://github.com/rq/rq) - Simple job queues for Python. + +## Template Engine + +*Libraries and tools for templating and lexing.* + +* [Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. +* [Jinja2](https://github.com/pallets/jinja) - A modern and designer friendly templating language. +* [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. -*Framworks and libraries for MapReduce.* +## Testing + +*Libraries for testing codebases and generating test data.* + +* Testing Frameworks + * [hypothesis](https://github.com/HypothesisWorks/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library. + * [nose2](https://github.com/nose-devs/nose2) - The successor to `nose`, based on `unittest2. + * [pytest](https://docs.pytest.org/en/latest/) - A mature full-featured Python testing tool. + * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. + * [unittest](https://docs.python.org/3/library/unittest.html) - (Python standard library) Unit testing framework. +* Test Runners + * [green](https://github.com/CleanCut/green) - A clean, colorful test runner. + * [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. + * [tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions +* GUI / Web Testing + * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. + * [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [Schemathesis](https://github.com/kiwicom/schemathesis) - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications. + * [Selenium](https://pypi.org/project/selenium/) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. + * [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. + * [splinter](https://github.com/cobrateam/splinter) - Open source tool for testing web applications. +* Mock + * [doublex](https://pypi.org/project/doublex/) - Powerful test doubles framework for Python. + * [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module. + * [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+. + * [httpretty](https://github.com/gabrielfalcao/HTTPretty) - HTTP request mock tool for Python. + * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. + * [mocket](https://github.com/mindflayer/python-mocket) - A socket mock framework with gevent/asyncio/SSL support. + * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library. + * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests. +* Object Factories + * [factory_boy](https://github.com/FactoryBoy/factory_boy) - A test fixtures replacement for Python. + * [mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supports Django, Flask, SQLAlchemy, Peewee and etc. + * [model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django. +* Code Coverage + * [coverage](https://pypi.org/project/coverage/) - Code coverage measurement. +* Fake Data + * [fake2db](https://github.com/emirozer/fake2db) - Fake database generator. + * [faker](https://github.com/joke2k/faker) - A Python package that generates fake data. + * [mimesis](https://github.com/lk-geimfari/mimesis) - is a Python library that help you generate fake data. + * [radar](https://pypi.org/project/radar/) - Generate random datetime / time. + +## Text Processing -* [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. -* [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. -* [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. -* [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. -* [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](https://storm.incubator.apache.org/). +*Libraries for parsing and manipulating plain texts.* + +* General + * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. + * [difflib](https://docs.python.org/3/library/difflib.html) - (Python standard library) Helpers for computing deltas. + * [ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically. + * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. + * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. + * [pangu.py](https://github.com/vinta/pangu.py) - Paranoid text spacing. + * [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python. + * [pypinyin](https://github.com/mozillazg/python-pinyin) - Convert Chinese hanzi (漢字) to pinyin (拼音). + * [textdistance](https://github.com/orsinium/textdistance) - Compute distance between sequences with 30+ algorithms. + * [unidecode](https://pypi.org/project/Unidecode/) - ASCII transliterations of Unicode text. +* Slugify + * [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode. + * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. + * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency. +* Unique identifiers + * [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. + * [shortuuid](https://github.com/skorokithakis/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. +* Parser + * [ply](https://github.com/dabeaz/ply) - Implementation of lex and yacc parsing tools for Python. + * [pygments](http://pygments.org/) - A generic syntax highlighter. + * [pyparsing](https://github.com/pyparsing/pyparsing) - A general purpose framework for generating parsers. + * [python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components. + * [python-phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers. + * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. + * [sqlparse](https://github.com/andialbrecht/sqlparse) - A non-validating SQL parser. ## Third-party APIs -*Libraries for accessing third party APIs.* +*Libraries for accessing third party services APIs. Also see [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. -* [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. -* [soundcloud-python](https://github.com/soundcloud/soundcloud-python) - A Python wrapper around the Soundcloud API. +* [boto3](https://github.com/boto/boto3) - Python interface to Amazon Web Services. +* [django-wordpress](https://github.com/istrategylabs/django-wordpress) - WordPress models and views for Django. +* [facebook-sdk](https://github.com/mobolic/facebook-sdk) - Facebook Platform Python SDK. * [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. -* [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. -* [Wikipedia](https://wikipedia.readthedocs.org/en/latest/) - A Pythonic wrapper for the Wikipedia API. -* [python-instagram](https://github.com/Instagram/python-instagram) - A Python Client for Instagram API. -* [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. -* [facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API +* [gspread](https://github.com/burnash/gspread) - Google Spreadsheets Python API. +* [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. -## DevOps Tools +## URL Manipulation -*Software and libraries for DevOps.* +*Libraries for parsing URLs.* -* [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [Ansible](http://www.ansible.com/) - An IT automation tool. -* [SaltStack](http://www.saltstack.com/community/) - Infrastructure automation and management system. -* [Fabric](http://www.fabfile.org/) - Tool for streamlining the use of SSH for application deployment or systems administration tasks. -* [Fabtools](https://github.com/ronnix/fabtools) - Tools for writing awesome Fabric files. -* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. -* [doit](http://pydoit.org/) - A task runner/build tool. -* [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. -* [pexpect](https://github.com/pexpect/pexpect) - A Python module for controlling interactive programs in a pseudo-terminal like GNU expect +* [furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy. +* [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. +* [webargs](https://github.com/marshmallow-code/webargs) - A friendly library for parsing HTTP request arguments with built-in support for popular web frameworks. -## Foreign Function Interface +## Video -*Libraries for providing foreign function interface.* +*Libraries for manipulating video and GIFs.* -* [ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. -* [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. -* [SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. +* [moviepy](https://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. +* [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. +* [vidgear](https://github.com/abhiTronix/vidgear) - Most Powerful multi-threaded Video Processing framework. -## High Performance +## Web Asset Management -*Libraries for making Python faster.* +*Tools for managing, compressing and minifying website assets.* -* [Cython](http://cython.org/) - Optimizing Static Complier for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. -* [PyPy](http://pypy.org/) - An implmentation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [Stackless Python](http://www.stackless.com/) - An enhanced version of the Python. -* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. +* [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline JavaScript or CSS into a single cached file. +* [django-pipeline](https://github.com/jazzband/django-pipeline) - An asset packaging library for Django. +* [django-storages](https://github.com/jschneier/django-storages) - A collection of custom storage back ends for Django. +* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. +* [fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP. +* [flask-assets](https://github.com/miracle2k/flask-assets) - Helps you integrate webassets into your Flask app. +* [webassets](https://github.com/miracle2k/webassets) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. -## Algorithms and Design Patterns +## Web Content Extracting -*Collections of algorithms and design patterns.* +*Libraries for extracting web contents.* -* [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. -* [algorithms](https://github.com/nryoung/algorithms) - module of algorithms for Python. +* [html2text](https://github.com/Alir3z4/html2text) - Convert HTML to Markdown-formatted text. +* [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. +* [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. +* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. +* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. +* [requests-html](https://github.com/psf/requests-html) - Pythonic HTML Parsing for Humans. +* [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. +* [textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [toapi](https://github.com/gaojiuli/toapi) - Every web site provides APIs. -## Miscellaneous +## Web Crawling -*Useful libraries or tools that don't fit in the categories above.* +*Libraries to automate web scraping.* -* [IPython](https://github.com/ipython/ipython) - IPython provides a rich toolkit to help you make the most out of using Python interactively. -* [bpython](http://bpython-interpreter.org) – bpython is a fancy interface to the Python interpreter for Linux, BSD, OS X and Windows (with some work). +* [feedparser](https://github.com/kurtmckee/feedparser) - Universal feed parser. +* [grab](https://github.com/lorien/grab) - Site scraping framework. +* [mechanicalsoup](https://github.com/MechanicalSoup/MechanicalSoup) - A Python library for automating interaction with websites. +* [scrapy](https://github.com/scrapy/scrapy) - A fast high-level screen scraping and web crawling framework. -## Editor Plugins +## Web Frameworks -*Plugins for various editors.* +*Traditional full stack web frameworks. Also see [RESTful API](https://github.com/vinta/awesome-python#restful-api).* -* Vim - * [Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE. -* Emacs - * TODO -* Sublime Text - * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome autocomplete library [Jedi](https://github.com/davidhalter/jedi). - * [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. - * [Djaneiro](https://github.com/squ1b3r/Djaneiro) - Django support for Sublime Text. +* Synchronous + * [django](https://github.com/django/django) - The most popular web framework in Python. + * [awesome-django](https://github.com/shahraizali/awesome-django) + * [awesome-django](https://github.com/wsvincent/awesome-django) + * [flask](https://github.com/pallets/flask) - A microframework for Python. + * [awesome-flask](https://github.com/humiaozuzu/awesome-flask) + * [pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. + * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) + * [masonite](https://github.com/MasoniteFramework/masonite) - The modern and developer centric Python web framework. +* Asynchronous + * [tornado](https://github.com/tornadoweb/tornado) - A web framework and asynchronous networking library. -# Resources +## WebSocket + +*Libraries for working with WebSocket.* + +* [autobahn-python](https://github.com/crossbario/autobahn-python) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [channels](https://github.com/django/channels) - Developer-friendly asynchrony for Django. +* [websockets](https://github.com/aaugustin/websockets) - A library for building WebSocket servers and clients with a focus on correctness and simplicity. -Where to discover new Python libraries. +## WSGI Servers -## Websites +*WSGI-compatible web servers.* -* [r/Python](http://www.reddit.com/r/python) - News about Python. -* [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) - Too many popular Python packages don't support Python 3. -* [Trending Python repositories on GitHub today](https://github.com/trending?l=python) - Good place to find new Python libraries. -* [Django Packages](https://www.djangopackages.com/) - A directory of reusable apps, sites, tools, and more for Django projects. +* [gunicorn](https://github.com/benoitc/gunicorn) - Pre-forked, ported from Ruby's Unicorn project. +* [uwsgi](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. +* [waitress](https://github.com/Pylons/waitress) - Multi-threaded, powers Pyramid. +* [werkzeug](https://github.com/pallets/werkzeug) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. -## Weekly +# Resources -* [Pycoder's Weekly](http://pycoders.com/) - A free weekly newsletter, on Fridays, for those interested in Python development and various topics around Python. -* [Python Weekly](http://www.pythonweekly.com/) - A free weekly newsletter featuring curated news, articles, new releases, jobs etc related to Python. +Where to discover learning resources or new Python libraries. -## Twitter +## Newsletters -* [@pypi](https://twitter.com/pypi) -* [@planetpython](https://twitter.com/planetpython) -* [@getpy](https://twitter.com/getpy) -* [@pycoders](https://twitter.com/pycoders) -* [@PythonWeekly](https://twitter.com/PythonWeekly) -* [@pythontrending](https://twitter.com/pythontrending) +* [Awesome Python Newsletter](http://python.libhunt.com/newsletter) +* [Pycoder's Weekly](https://pycoders.com/) +* [Python Tricks](https://realpython.com/python-tricks/) +* [Python Weekly](https://www.pythonweekly.com/) + +## Podcasts + +* [Django Chat](https://djangochat.com/) +* [Python Bytes](https://pythonbytes.fm) +* [Talk Python To Me](https://talkpython.fm/) +* [Python Test](https://podcast.pythontest.com/) +* [The Real Python Podcast](https://realpython.com/podcasts/rpp/) # Contributing -Your contributions are always welcome! +Your contributions are always welcome! Please take a look at the [contribution guidelines](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md) first. + +- - - + +If you have any question about this opinionated list, do not hesitate to contact me [@VintaChen](https://twitter.com/VintaChen) on Twitter or open an issue on GitHub. + diff --git a/docs/CNAME b/docs/CNAME new file mode 100644 index 000000000..0f6ced663 --- /dev/null +++ b/docs/CNAME @@ -0,0 +1 @@ +awesome-python.com \ No newline at end of file diff --git a/docs/css/extra.css b/docs/css/extra.css new file mode 100644 index 000000000..1230d796a --- /dev/null +++ b/docs/css/extra.css @@ -0,0 +1,9 @@ +@media (min-width: 960px) { + html { + scroll-behavior: smooth; + } + + .md-content__inner > ul:nth-child(5) { + display: none; + } +} diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 000000000..67a0373a4 --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,26 @@ +site_name: Awesome Python +site_url: https://awesome-python.com +site_description: A curated list of awesome Python frameworks, libraries and software +site_author: Vinta Chen +repo_name: vinta/awesome-python +repo_url: https://github.com/vinta/awesome-python +theme: + name: material + palette: + primary: red + accent: pink +extra: + social: + - type: github + link: https://github.com/vinta + - type: twitter + link: https://twitter.com/vinta + - type: linkedin + link: https://www.linkedin.com/in/vinta +google_analytics: + - UA-510626-7 + - auto +extra_css: + - css/extra.css +nav: + - "Life is short, you need Python.": "index.md" diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 000000000..89d64c303 --- /dev/null +++ b/requirements.txt @@ -0,0 +1,2 @@ +mkdocs==1.0.4 +mkdocs-material==4.0.2 diff --git a/sort.py b/sort.py old mode 100644 new mode 100755 index d8091009c..431bd02b4 --- a/sort.py +++ b/sort.py @@ -1,3 +1,4 @@ +#!/usr/bin/env python # coding: utf-8 """ @@ -13,6 +14,33 @@ and flattening the end structure into a list of lines. Revision 2 maybe ^.^. """ +def sort_blocks(): + # First, we load the current README into memory + with open('README.md', 'r') as read_me_file: + read_me = read_me_file.read() + + # Separating the 'table of contents' from the contents (blocks) + table_of_contents = ''.join(read_me.split('- - -')[0]) + blocks = ''.join(read_me.split('- - -')[1]).split('\n# ') + for i in range(len(blocks)): + if i == 0: + blocks[i] = blocks[i] + '\n' + else: + blocks[i] = '# ' + blocks[i] + '\n' + + # Sorting the libraries + inner_blocks = sorted(blocks[0].split('##')) + for i in range(1, len(inner_blocks)): + if inner_blocks[i][0] != '#': + inner_blocks[i] = '##' + inner_blocks[i] + inner_blocks = ''.join(inner_blocks) + + # Replacing the non-sorted libraries by the sorted ones and gathering all at the final_README file + blocks[0] = inner_blocks + final_README = table_of_contents + '- - -' + ''.join(blocks) + + with open('README.md', 'w+') as sorted_file: + sorted_file.write(final_README) def main(): # First, we load the current README into memory as an array of lines @@ -41,10 +69,15 @@ def main(): with open('README.md', 'w+') as sorted_file: # Then all of the blocks are sorted individually - blocks = [''.join(sorted(block, key=lambda s: s.lower())) for block in blocks] + blocks = [ + ''.join(sorted(block, key=str.lower)) for block in blocks + ] # And the result is written back to README.md sorted_file.write(''.join(blocks)) + # Then we call the sorting method + sort_blocks() + if __name__ == "__main__": main()