└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # Awesome Python Tool[![Awesome](https://cdn.rawgit.com/sindresorhus/awesome/d7305f38d29fed78fa85652e3a63e154dd8e8829/media/badge.svg)](https://github.com/sindresorhus/awesome) 2 | 3 | A curated list of awesome Python frameworks, libraries and software. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). 4 | 5 | - [Awesome Python](#awesome-python) 6 | - [Environment Management](#environment-management) 7 | - [Package Management](#package-management) 8 | - [Package Repositories](#package-repositories) 9 | - [Distribution](#distribution) 10 | - [Build Tools](#build-tools) 11 | - [Interactive Interpreter](#interactive-interpreter) 12 | - [Files](#files) 13 | - [Date and Time](#date-and-time) 14 | - [Text Processing](#text-processing) 15 | - [Specific Formats Processing](#specific-formats-processing) 16 | - [Natural Language Processing](#natural-language-processing) 17 | - [Documentation](#documentation) 18 | - [Configuration](#configuration) 19 | - [Command-line Tools](#command-line-tools) 20 | - [Downloader](#downloader) 21 | - [Imagery](#imagery) 22 | - [OCR](#ocr) 23 | - [Audio](#audio) 24 | - [Video](#video) 25 | - [Geolocation](#geolocation) 26 | - [HTTP](#http) 27 | - [Database](#database) 28 | - [Database Drivers](#database-drivers) 29 | - [ORM](#orm) 30 | - [Web Frameworks](#web-frameworks) 31 | - [Permissions](#permissions) 32 | - [CMS](#cms) 33 | - [E-commerce](#e-commerce) 34 | - [RESTful API](#restful-api) 35 | - [Authentication](#authentication) 36 | - [Template Engine](#template-engine) 37 | - [Queue](#queue) 38 | - [Search](#search) 39 | - [News Feed](#news-feed) 40 | - [Asset Management](#asset-management) 41 | - [Caching](#caching) 42 | - [Email](#email) 43 | - [Internationalization](#internationalization) 44 | - [URL Manipulation](#url-manipulation) 45 | - [HTML Manipulation](#html-manipulation) 46 | - [Web Crawling](#web-crawling) 47 | - [Web Content Extracting](#web-content-extracting) 48 | - [Forms](#forms) 49 | - [Data Validation](#data-validation) 50 | - [Anti-spam](#anti-spam) 51 | - [Tagging](#tagging) 52 | - [Admin Panels](#admin-panels) 53 | - [Static Site Generator](#static-site-generator) 54 | - [Processes](#processes) 55 | - [Concurrency and Parallelism](#concurrency-and-parallelism) 56 | - [Networking](#networking) 57 | - [WebSocket](#websocket) 58 | - [WSGI Servers](#wsgi-servers) 59 | - [RPC Servers](#rpc-servers) 60 | - [Cryptography](#cryptography) 61 | - [GUI](#gui) 62 | - [Game Development](#game-development) 63 | - [Logging](#logging) 64 | - [Testing](#testing) 65 | - [Code Analysis and Linter](#code-analysis-and-linter) 66 | - [Debugging Tools](#debugging-tools) 67 | - [Science and Data Analysis](#science-and-data-analysis) 68 | - [Data Visualization](#data-visualization) 69 | - [Computer Vision](#computer-vision) 70 | - [Machine Learning](#machine-learning) 71 | - [Functional Programming](#functional-programming) 72 | - [MapReduce](#mapreduce) 73 | - [Third-party APIs](#third-party-apis) 74 | - [DevOps Tools](#devops-tools) 75 | - [Job Scheduler](#job-scheduler) 76 | - [Foreign Function Interface](#foreign-function-interface) 77 | - [High Performance](#high-performance) 78 | - [Network Virtualization and SDN](#network-virtualization-and-sdn) 79 | - [Hardware](#hardware) 80 | - [Compatibility](#compatibility) 81 | - [Miscellaneous](#miscellaneous) 82 | - [Algorithms and Design Patterns](#algorithms-and-design-patterns) 83 | - [Editor Plugins](#editor-plugins) 84 | - [IDEs](#ides) 85 | - [Services](#services) 86 | - [Continuous Integration](#continuous-integration) 87 | - [Code Quality](#code-quality) 88 | - [Resources](#resources) 89 | - [Websites](#websites) 90 | - [Weekly](#weekly) 91 | - [Twitter](#twitter) 92 | - [Other Awesome Lists](#other-awesome-lists) 93 | - [Contributing](#contributing) 94 | 95 | - - - 96 | 97 | ## Environment Management 98 | 99 | *Libraries for Python version and environment management.* 100 | 101 | * [p](https://github.com/qw3rtman/p) - Dead simple interactive Python version management. 102 | * [pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. 103 | * [venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments. 104 | * [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. 105 | * [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. 106 | 107 | ## Package Management 108 | 109 | *Libraries for package and dependency management.* 110 | 111 | * [pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. 112 | * [Python Package Index](https://pypi.python.org/pypi) 113 | * [pip-tools](https://github.com/nvie/pip-tools) - A set of tools to keep your pinned Python dependencies fresh. 114 | * [conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager. 115 | * [Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. 116 | * [wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. 117 | 118 | ## Package Repositories 119 | 120 | *Local PyPI repository server and proxies.* 121 | 122 | * [warehouse](https://github.com/pypa/warehouse) - Next generation Python Package Repository (PyPI). 123 | * [Warehouse](https://warehouse.python.org/) 124 | * [bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). 125 | * [devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool. 126 | * [localshop](https://github.com/mvantellingen/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi). 127 | 128 | ## Distribution 129 | 130 | *Libraries to create packaged executables for release distribution.* 131 | 132 | * [PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). 133 | * [dh-virtualenv](http://dh-virtualenv.readthedocs.org/en/latest/) - Build and distribute a virtualenv as a Debian package. 134 | * [Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. 135 | * [py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). 136 | * [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). 137 | * [pynsist](http://pynsist.readthedocs.org/en/latest/) - A tool to build Windows installers, installers bundle Python itself. 138 | 139 | ## Build Tools 140 | 141 | *Compile software from source code.* 142 | 143 | * [buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. 144 | * [BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. 145 | * [fabricate](https://code.google.com/p/fabricate/) - A build tool that finds dependencies automatically for any language. 146 | * [PlatformIO](https://github.com/platformio/platformio) - A console tool to build code with different development platforms. 147 | * [PyBuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python. 148 | * [SCons](http://www.scons.org/) - A software construction tool. 149 | 150 | ## Interactive Interpreter 151 | 152 | *Interactive Python interpreters (REPL).* 153 | 154 | * [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. 155 | * [bpython](http://bpython-interpreter.org) – A fancy interface to the Python interpreter. 156 | * [ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). 157 | 158 | ## Files 159 | 160 | *Libraries for file manipulation and MIME type detection.* 161 | 162 | * [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. 163 | * [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. 164 | * [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). 165 | * [pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. 166 | * [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. 167 | * [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. 168 | * [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. 169 | 170 | ## Date and Time 171 | 172 | *Libraries for working with dates and times.* 173 | 174 | * [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. 175 | * [Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates. 176 | * [dateutil](https://pypi.python.org/pypi/python-dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. 177 | * [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes. 178 | * [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). 179 | * [PyTime](https://github.com/shnode/PyTime) - A easy-use Python module which aims to operate date/time/datetime by string. 180 | * [pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. 181 | * [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. 182 | 183 | ## Text Processing 184 | 185 | *Libraries for parsing and manipulating plain texts.* 186 | 187 | * General 188 | * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. 189 | * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. 190 | * [esmre](https://code.google.com/p/esmre/) - Regular expression accelerator. 191 | * [ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically. 192 | * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. 193 | * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. 194 | * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics. 195 | * [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python. 196 | * [shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. 197 | * [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. 198 | * [uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string. 199 | * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音). 200 | * Slugify 201 | * [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode. 202 | * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. 203 | * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency. 204 | * Parser 205 | * [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers. 206 | * [PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python 207 | * [Pygments](http://pygments.org/) - A generic syntax highlighter. 208 | * [pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. 209 | * [python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components. 210 | * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. 211 | * [sqlparse](https://sqlparse.readthedocs.org/en/latest/) - A non-validating SQL parser. 212 | 213 | ## Specific Formats Processing 214 | 215 | *Libraries for parsing and manipulating specific text formats.* 216 | 217 | * General 218 | * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. 219 | * Office 220 | * [Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets. 221 | * [openpyxl](https://openpyxl.readthedocs.org/en/latest/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. 222 | * [python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. 223 | * [unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice. 224 | * [XlsxWriter](https://xlsxwriter.readthedocs.org/en/latest/) - A Python module for creating Excel .xlsx files. 225 | * [xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. 226 | * [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files. 227 | * [relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. 228 | * PDF 229 | * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. 230 | * [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages. 231 | * [ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. 232 | * Markdown 233 | * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. 234 | * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. 235 | * YAML 236 | * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. 237 | * CSV 238 | * [csvkit](https://github.com/onyxfish/csvkit) - Utilities for converting to and working with CSV. 239 | * Archive 240 | * [unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily. 241 | 242 | ## Natural Language Processing 243 | 244 | *Libraries for working with human languages.* 245 | 246 | * [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. 247 | * [jieba](https://github.com/fxsjy/jieba) - Chinese Words Segmentation Utilities. 248 | * [langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system. 249 | * [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. 250 | * [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. 251 | * [TextBlob](http://textblob.readthedocs.org/en/latest/) - Providing a consistent API for diving into common NLP tasks. 252 | 253 | ## Documentation 254 | 255 | *Libraries for generating project documentation.* 256 | 257 | * [Sphinx](http://sphinx-doc.org/) - Python Documentation generator. 258 | * [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) 259 | * [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. 260 | * [pdoc](https://github.com/BurntSushi/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries. 261 | * [Pycco](https://github.com/pycco-docs/pycco) - The literate-programming-style documentation generator. 262 | 263 | ## Configuration 264 | 265 | *Libraries for storing and parsing configuration options.* 266 | 267 | * [config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). 268 | * [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. 269 | * [ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. 270 | * [profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. 271 | * [python-decouple](https://github.com/henriquebastos/python-decouple) - Strict separation of settings from code. 272 | 273 | ## Command-line Tools 274 | 275 | *Libraries for building command-line application.* 276 | 277 | * Command-line Application Development 278 | * [cement](http://builtoncement.com/) - CLI Application Framework for Python. 279 | * [click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. 280 | * [cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. 281 | * [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools. 282 | * [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. 283 | * [docopt](http://docopt.org/) - Pythonic command line arguments parser. 284 | * [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line 285 | * [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - A Library for building powerful interactive command lines. 286 | * Productivity Tools 287 | * [aws-cli](https://github.com/aws/aws-cli) - A universal command-line interface for Amazon Web Services. 288 | * [bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal. 289 | * [caniusepython3](https://github.com/brettcannon/caniusepython3) - Determine what projects are blocking you from porting to Python 3. 290 | * [cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). 291 | * [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal. 292 | * [howdoi](https://github.com/gleitz/howdoi) - Instant coding answers via the command line. 293 | * [httpie](https://github.com/jkbrzt/httpie) - A command line HTTP client, a user-friendly cURL replacement. 294 | * [PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output. 295 | * [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX. 296 | * [SAWS](https://github.com/donnemartin/saws) - A Supercharged AWS CLI. 297 | * [thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command. 298 | * [mycli](https://github.com/dbcli/mycli) - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. 299 | 300 | ## Downloader 301 | 302 | *Libraries for downloading.* 303 | 304 | * [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. 305 | * [s4cmd](https://github.com/bloomreach/s4cmd) - Super S3 command line tool, good for higher performance. 306 | * [you-get](https://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. 307 | * [youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. 308 | 309 | ## Imagery 310 | 311 | *Libraries for manipulating images.* 312 | 313 | * [pillow](http://pillow.readthedocs.org/en/latest/) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. 314 | * [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. 315 | * [imgSeek](http://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. 316 | * [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. 317 | * [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. 318 | * [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. 319 | * [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. 320 | * [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. 321 | * [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. 322 | * [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. 323 | * [wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. 324 | 325 | ## OCR 326 | 327 | *Libraries for Optical Character Recognition.* 328 | 329 | * [pyocr](https://github.com/jflesch/pyocr) - A wrapper for Tesseract and Cuneiform. 330 | * [pytesseract](https://github.com/madmaze/pytesseract) - Another wrapper for Google Tesseract OCR. 331 | * [python-tesseract](https://code.google.com/p/python-tesseract/) - A wrapper class for [Google Tesseract OCR](https://code.google.com/p/tesseract-ocr/). 332 | 333 | ## Audio 334 | 335 | *Libraries for manipulating audio.* 336 | 337 | * [audiolazy](https://github.com/danilobellini/audiolazy) - Expressive Digital Signal Processing (DSP) package for Python. 338 | * [audioread](https://github.com/sampsyo/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. 339 | * [beets](http://beets.radbox.org/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. 340 | * [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. 341 | * [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). 342 | * [eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. 343 | * [id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data. 344 | * [m3u8](https://github.com/globocom/m3u8) - A module for parsing m3u8 file. 345 | * [mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. 346 | * [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. 347 | * [pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/) API. 348 | * [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. 349 | * [TimeSide](https://github.com/Parisson/TimeSide) - Open web audio processing framework. 350 | * [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. 351 | * [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. 352 | 353 | ## Video 354 | 355 | *Libraries for manipulating video and GIFs.* 356 | 357 | * [moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. 358 | * [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. 359 | 360 | ## Geolocation 361 | 362 | *Libraries for geocoding addresses and working with latitudes and longitudes.* 363 | 364 | * [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. 365 | * [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. 366 | * [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utilities for GeoJSON. 367 | * [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. 368 | * [pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. 369 | * [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. 370 | 371 | ## HTTP 372 | 373 | *Libraries for working with HTTP.* 374 | 375 | * [requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™. 376 | * [grequests](https://github.com/kennethreitz/grequests) - requests + gevent for asynchronous HTTP requests. 377 | * [httplib2](https://github.com/jcgregorio/httplib2) - Comprehensive HTTP client library. 378 | * [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client. 379 | * [urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. 380 | 381 | ## Database 382 | 383 | *Databases implemented in Python.* 384 | 385 | * [pickleDB](https://pythonhosted.org/pickleDB/) - A simple and lightweight key-value store for Python. 386 | * [PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. 387 | * [TinyDB](https://github.com/msiemens/tinydb) - A tiny, document-oriented database. 388 | * [ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database. 389 | 390 | ## Database Drivers 391 | 392 | *Libraries for connecting and operating databases.* 393 | 394 | * MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/) 395 | * [mysql-python](http://sourceforge.net/projects/mysql-python/) - The MySQL database connector for Python. 396 | * [mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - mysql-python fork supporting Python 3. 397 | * [oursql](https://pythonhosted.org/oursql/) - A better MySQL connector with support for native prepared statements and BLOBs. 398 | * [PyMySQL](https://github.com/PyMySQL/PyMySQL) - Pure Python MySQL driver compatible to mysql-python. 399 | * PostgreSQL 400 | * [psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python. 401 | * [queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL. 402 | * [txpostgres](http://txpostgres.readthedocs.org/en/latest/) - Twisted based asynchronous driver for PostgreSQL. 403 | * Other Relational Databases 404 | * [apsw](http://rogerbinns.github.io/apsw/) - Another Python SQLite wrapper. 405 | * [dataset](https://github.com/pudo/dataset) - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL. 406 | * [pymssql](http://www.pymssql.org/en/latest/) - A simple database interface to Microsoft SQL Server. 407 | * NoSQL Databases 408 | * [cassandra-python-driver](https://github.com/datastax/python-driver) - Python driver for Cassandra. 409 | * [HappyBase](http://happybase.readthedocs.org/en/latest/) - A developer-friendly library for Apache HBase. 410 | * [Plyvel](https://plyvel.readthedocs.org/en/latest/) - A fast and feature-rich Python interface to LevelDB. 411 | * [py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface. 412 | * [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra. 413 | * [PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. 414 | * [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client. 415 | * [telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra. 416 | * [txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis. 417 | 418 | ## ORM 419 | 420 | *Libraries that implement Object-Relational Mapping or data mapping techniques.* 421 | 422 | * Relational Databases 423 | * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. 424 | * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. 425 | * [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) 426 | * [Peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. 427 | * [PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. 428 | * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. 429 | * NoSQL Databases 430 | * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. 431 | * [PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). 432 | * [flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB. 433 | * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. 434 | * [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis. 435 | * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. 436 | * Others 437 | * [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. 438 | 439 | ## Web Frameworks 440 | 441 | *Full stack web frameworks.* 442 | 443 | * [Django](https://www.djangoproject.com/) - The most popular web framework in Python. 444 | * [awesome-django](https://github.com/rosarior/awesome-django) 445 | * [Flask](http://flask.pocoo.org/) - A microframework for Python. 446 | * [awesome-flask](https://github.com/humiaozuzu/awesome-flask) 447 | * [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. 448 | * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) 449 | * [Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework. 450 | * [CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled. 451 | * [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. 452 | * [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. 453 | * [web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. 454 | * [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. 455 | 456 | ## Permissions 457 | 458 | *Libraries that allow or deny users access to data or functionality.* 459 | 460 | * [Carteblanche](https://github.com/neuman/python-carteblanche/) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. 461 | * [django-guardian](https://github.com/django-guardian/django-guardian) - Implementation of per object permissions for Django 1.2+ 462 | * [django-rules](https://github.com/dfunckt/django-rules) - A tiny but powerful app providing object-level permissions to Django, without requiring a database. 463 | 464 | ## CMS 465 | 466 | *Content Management Systems.* 467 | 468 | * [django-cms](http://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. 469 | * [djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. 470 | * [FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django. 471 | * [Kotte](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid. 472 | * [Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. 473 | * [Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. 474 | * [Plone](https://plone.org/) - A CMS built on top of the open source application server Zope. 475 | * [Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. 476 | * [Wagtail](https://wagtail.io/) - A Django content management system. 477 | * [Widgy](https://wid.gy/) - Last CMS framework, based on Django. 478 | 479 | ## E-commerce 480 | 481 | *Frameworks and libraries for e-commerce and payments.* 482 | 483 | * [django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. 484 | * [django-shop](https://github.com/divio/django-shop) - A Django based shop system. 485 | * [Cartridge](https://github.com/stephenmcd/cartridge) - A shopping cart app built using the Mezzanine. 486 | * [shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. 487 | * [alipay](https://github.com/lxneng/alipay) - Unofficial Alipay API for Python. 488 | * [merchant](https://github.com/agiliq/merchant) - A Django app to accept payments from various payment processors. 489 | * [money](https://github.com/carlospalol/money) - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. 490 | * [python-currencies](https://github.com/Alir3z4/python-currencies) - Display money format and its filthy currencies. 491 | 492 | ## RESTful API 493 | 494 | *Libraries for developing RESTful APIs.* 495 | 496 | * Django 497 | * [django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. 498 | * [django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. 499 | * [django-formapi](https://github.com/5monkeys/django-formapi) - Create JSON APIs with Django's form validation. 500 | * Flask 501 | * [flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. 502 | * [flask-restful](http://flask-restful.readthedocs.org/en/latest/) - Quickly building REST APIs for Flask. 503 | * [flask-restless](https://flask-restless.readthedocs.org/en/latest/) - Generating RESTful APIs for database models defined with SQLAlchemy. 504 | * [flask-api-utils](https://github.com/marselester/flask-api-utils) - Taking care of API representation and authentication for Flask. 505 | * [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. 506 | * Pyramid 507 | * [cornice](https://cornice.readthedocs.org/en/latest/) - A REST framework for Pyramid. 508 | * Framework agnostic 509 | * [falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends. 510 | * [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. 511 | * [restless](http://restless.readthedocs.org/en/latest/) - Framework agnostic REST framework based on lessons learned from Tastypie. 512 | * [ripozo](https://github.com/vertical-knowledge/ripozo) - Quickly creating REST/HATEOAS/Hypermedia APIs. 513 | 514 | ## Authentication 515 | 516 | *Libraries for implementing authentications schemes.* 517 | 518 | * OAuth 519 | * [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. 520 | * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." 521 | * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. 522 | * [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. 523 | * [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. 524 | * [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. 525 | * [python-oauth2](https://github.com/joestump/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. 526 | * [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. 527 | * [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. 528 | * [sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. 529 | * Others 530 | * [jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation. 531 | * [PyJWT](https://github.com/jpadilla/pyjwt) - Implementation of the JSON Web Token draft 01. 532 | * [python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02. 533 | * [python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens. 534 | 535 | ## Template Engine 536 | 537 | *Libraries and tools for templating and lexing.* 538 | 539 | * [Jinja2](https://github.com/mitsuhiko/jinja2) - A modern and designer friendly templating language. 540 | * [Chameleon](https://chameleon.readthedocs.org/en/latest/) - An HTML/XML template engine. Modeled after ZPT, optimized for speed. 541 | * [Genshi](http://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. 542 | * [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. 543 | * [Spitfire](https://code.google.com/p/spitfire/) - A very fast Python template compiler. 544 | 545 | ## Queue 546 | 547 | *Libraries for working with event and task queues.* 548 | 549 | * [celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. 550 | * [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. 551 | * [mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. 552 | * [rq](http://python-rq.org/) - Simple job queues for Python. 553 | * [simpleq](https://github.com/rdegges/simpleq) - A simple, infinitely scalable, Amazon SQS based queue. 554 | 555 | ## Search 556 | 557 | *Libraries and software for indexing and performing search queries on data.* 558 | 559 | * [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django. 560 | * [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). 561 | * [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. 562 | * [solrpy](https://github.com/edsu/solrpy) - A Python client for [solr](http://lucene.apache.org/solr/). 563 | * [Whoosh](http://whoosh.readthedocs.org/en/latest/) - A fast, pure Python search engine library. 564 | 565 | ## News Feed 566 | 567 | *Libraries for building user's activities.* 568 | 569 | * [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generating generic activity streams from the actions on your site. 570 | * [Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - Building newsfeed and notification systems using Cassandra and Redis. 571 | 572 | ## Asset Management 573 | 574 | *Tools for managing, compressing and minifying website assets.* 575 | 576 | * [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline JavaScript or CSS into a single cached file. 577 | * [django-storages](http://django-storages.readthedocs.org/en/latest/) - A collection of custom storage back ends for Django. 578 | * [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. 579 | * [File Conveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. 580 | * [Flask-Assets](http://flask-assets.readthedocs.org/en/latest/) - Helps you integrate webassets into your Flask app. 581 | * [jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - A Jinja extension to compile and compress your assets. 582 | * [webassets](http://webassets.readthedocs.org/en/latest/) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. 583 | 584 | ## Caching 585 | 586 | *Libraries for caching data.* 587 | 588 | * [Beaker](http://beaker.readthedocs.org/en/latest/) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. 589 | * [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - Automatic caching and invalidation for Django models. 590 | * [django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation. 591 | * [django-viewlet](https://github.com/5monkeys/django-viewlet) - Render template parts with extended cache control. 592 | * [dogpile.cache](http://dogpilecache.readthedocs.org/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors. 593 | * [HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. 594 | * [johnny-cache](https://github.com/jmoiron/johnny-cache) - A caching framework for django applications. 595 | * [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. 596 | 597 | ## Email 598 | 599 | *Libraries for sending and parsing email.* 600 | 601 | * [django-celery-ses](https://github.com/StreetVoice/django-celery-ses) - Django email back end with AWS SES and Celery. 602 | * [envelopes](http://tomekwojcik.github.io/envelopes/) - Mailing for human beings. 603 | * [flanker](https://github.com/mailgun/flanker) - A email address and Mime parsing library. 604 | * [imbox](https://github.com/martinrusev/imbox) - Python IMAP for Humans. 605 | * [inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans. 606 | * [inbox](https://github.com/nylas/sync-engine) - The open source email toolkit. 607 | * [lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. 608 | * [mailjet](https://github.com/WoLpH/mailjet) - Mailjet API implementation for batch mailing, statistics and more. 609 | * [marrow.mailer](https://github.com/marrow/marrow.mailer) - High-performance extensible mail delivery framework. 610 | * [modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web UI. 611 | * [pyzmail](http://www.magiksys.net/pyzmail/) - Compose, send and parse emails. 612 | * [Talon](https://github.com/mailgun/talon) - Mailgun library to extract message quotations and signatures. 613 | 614 | ## Internationalization 615 | 616 | *Libraries for working with i18n.* 617 | 618 | * [Babel](http://babel.pocoo.org/) - An internationalization library for Python. 619 | * [Korean](https://korean.readthedocs.org/en/latest/) - A library for [Korean](https://en.wikipedia.org/wiki/Korean_language) morphology. 620 | 621 | ## URL Manipulation 622 | 623 | *Libraries for parsing URLs.* 624 | 625 | * [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. 626 | * [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. 627 | * [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. 628 | * [short_url](https://github.com/Alir3z4/python-short_url) - Python implementation for generating Tiny URL and bit.ly-like URLs. 629 | * [webargs](https://github.com/sloria/webargs) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. 630 | 631 | ## HTML Manipulation 632 | 633 | *Libraries for working with HTML and XML.* 634 | 635 | * [BeautifulSoup](http://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML. 636 | * [bleach](http://bleach.readthedocs.org/en/latest/) - A whitelist-based HTML sanitization and text linkification library. 637 | * [cssutils](https://pypi.python.org/pypi/cssutils/) - A CSS library for Python. 638 | * [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments. 639 | * [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML. 640 | * [MarkupSafe](https://github.com/mitsuhiko/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python. 641 | * [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. 642 | * [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access. 643 | * [xhtml2pdf](https://github.com/xhtml2pdf/xhtml2pdf) - HTML/CSS to PDF converter. 644 | * [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. 645 | 646 | ## Web Crawling 647 | 648 | *Libraries for scraping websites.* 649 | 650 | * [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. 651 | * [cola](https://github.com/chineking/cola) - A distributed crawling framework. 652 | * [Demiurge](https://github.com/matiasb/demiurge) - PyQuery-based scraping micro-framework. 653 | * [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. 654 | * [Grab](http://grablib.org/) - Site scraping framework. 655 | * [MechanicalSoup](https://github.com/hickford/MechanicalSoup) - A Python library for automating interaction with websites. 656 | * [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. 657 | * [pyspider](https://github.com/binux/pyspider) - A powerful spider system. 658 | * [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. 659 | 660 | ## Web Content Extracting 661 | 662 | *Libraries for extracting web contents.* 663 | 664 | * [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. 665 | * [html2text](https://github.com/Alir3z4/html2text) - Convert HTML to Markdown-formatted text. 666 | * [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. 667 | * [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. 668 | * [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. 669 | * [opengraph](https://github.com/erikriver/opengraph) - A Python module to parse the Open Graph Protocol 670 | * [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. 671 | * [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. 672 | * [sanitize](https://github.com/Alir3z4/python-sanitize) - Bringing sanity to world of messed-up data. 673 | * [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. 674 | * [textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. 675 | 676 | ## Forms 677 | 678 | *Libraries for working with forms.* 679 | 680 | * [Deform](http://deform.readthedocs.org/en/latest/) - Python HTML form generation library influenced by the formish form generation library. 681 | * [django-bootstrap3](https://github.com/dyve/django-bootstrap3) - Bootstrap 3 integration with Django. 682 | * [django-crispy-forms](http://django-crispy-forms.readthedocs.org/en/latest/) - A Django app which lets you create beautiful forms in a very elegant and DRY way. 683 | * [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer. 684 | * [WTForms](http://wtforms.readthedocs.org/en/latest/) - A flexible forms validation and rendering library. 685 | * [WTForms-JSON](http://wtforms-json.readthedocs.org/en/latest/) - A WTForms extension for JSON data handling. 686 | 687 | ## Data Validation 688 | 689 | *Libraries for validating data. Used for forms in many cases.* 690 | 691 | * [Cerberus](http://docs.python-cerberus.org/en/stable/) - A mappings-validator with a variety of rules, normalization-features and simple customization that uses a pythonic schema-definition. 692 | * [colander](http://docs.pylonsproject.org/projects/colander/en/latest/) - A system for validating and deserializing data obtained via XML, JSON, an HTML form post or any other equally simple data serialization. 693 | * [kmatch](https://github.com/ambitioninc/kmatch) - A language for matching/validating/filtering Python dictionaries. 694 | * [schema](https://github.com/keleshev/schema) - A library for validating Python data structures. 695 | * [Schematics](https://github.com/schematics/schematics) - Data Structure Validation. 696 | * [valideer](https://github.com/podio/valideer) - Lightweight extensible data validation and adaptation library. 697 | * [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. 698 | 699 | ## Anti-spam 700 | 701 | *Libraries for fighting spam.* 702 | 703 | * [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. 704 | * [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. 705 | 706 | ## Tagging 707 | 708 | *Libraries for tagging items.* 709 | 710 | * [django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. 711 | 712 | ## Admin Panels 713 | 714 | *Libraries for administrative interfaces.* 715 | 716 | * [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. 717 | * [django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). 718 | * [django-xadmin](https://github.com/sshwsfc/django-xadmin) - Drop-in replacement of Django admin comes with lots of goodies. 719 | * [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. 720 | * [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. 721 | * [Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. 722 | * [Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. 723 | 724 | ## Static Site Generator 725 | 726 | *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* 727 | 728 | * [Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. 729 | * [Cactus](https://github.com/koenbok/Cactus/) – Static site generator for designers. 730 | * [Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. 731 | * [Nikola](https://www.getnikola.com/) - A static website and blog generator. 732 | * [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. 733 | 734 | ## Processes 735 | 736 | *Libraries for starting and communicating with OS processes.* 737 | 738 | * [envoy](https://github.com/kennethreitz/envoy) - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. 739 | * [sarge](http://sarge.readthedocs.org/en/latest/) - Yet another wrapper for subprocess. 740 | * [sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. 741 | 742 | ## Concurrency and Parallelism 743 | 744 | *Libraries for concurrent and parallel execution.* 745 | 746 | * [multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. 747 | * [threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. 748 | * [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. 749 | * [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). 750 | * [Tomorrow](https://github.com/madisonmay/Tomorrow) - Magic decorator syntax for asynchronous code. 751 | 752 | ## Networking 753 | 754 | *Libraries for networking programming.* 755 | 756 | * [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. 757 | * [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. 758 | * [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. 759 | * [diesel](https://github.com/dieseldev/diesel) - Greenlet-based event I/O Framework for Python. 760 | * [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. 761 | * [txZMQ](https://github.com/smira/txZMQ) - Twisted based wrapper for the ZeroMQ message library. 762 | 763 | ## WebSocket 764 | 765 | *Libraries for working with WebSocket.* 766 | 767 | * [AutobahnPython](https://github.com/crossbario/autobahn-python) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). 768 | * [Crossbar](https://github.com/crossbario/crossbar/) - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). 769 | * [django-socketio](https://github.com/stephenmcd/django-socketio) - WebSockets for Django. 770 | * [WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. 771 | 772 | ## WSGI Servers 773 | 774 | *WSGI-compatible web servers.* 775 | 776 | * [gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. 777 | * [uwsgi](https://uwsgi-docs.readthedocs.org/en/latest/) - A project aims at developing a full stack for building hosting services, written in C. 778 | * [bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. 779 | * [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. 780 | * [meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. 781 | * [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast. 782 | * [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. 783 | * [rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. 784 | * [waitress](https://waitress.readthedocs.org/en/latest/) - Multi-threaded, poweres Pyramid. 785 | * [Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. 786 | 787 | ## RPC Servers 788 | 789 | *RPC-compatible servers.* 790 | 791 | * [SimpleJSONRPCServer](https://github.com/joshmarshall/jsonrpclib/) - This library is an implementation of the JSON-RPC specification. 792 | * [SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. 793 | * [zeroRPC](https://github.com/0rpc/zerorpc-python) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). 794 | 795 | ## Cryptography 796 | 797 | * [cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. 798 | * [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. 799 | * [Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. 800 | * [Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. 801 | * [PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. 802 | * [PyNacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library. 803 | 804 | ## GUI 805 | 806 | *Libraries for working with graphical user interface applications.* 807 | 808 | * [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. 809 | * [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declaratic Syntax like QML. 810 | * [kivy](http://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. 811 | * [pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. 812 | * [PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks. 813 | * [PySide](https://wiki.qt.io/PySide) - Python bindings for the [Qt](http://www.qt.io/) cross-platform application and UI framework, supporting the Qt v4 framework. 814 | * [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. 815 | * [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. 816 | * [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. 817 | * [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. 818 | * [PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3) 819 | * [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. 820 | 821 | ## Game Development 822 | 823 | *Awesome game development libraries.* 824 | 825 | * [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. 826 | * [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. 827 | * [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. 828 | * [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. 829 | * [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. 830 | * [PySDL2](http://pysdl2.readthedocs.org/en/latest/) - A ctypes based wrapper for the SDL2 library. 831 | * [RenPy](http://www.renpy.org/) - A Visual Novel engine. 832 | 833 | ## Logging 834 | 835 | *Libraries for generating and working with logs.* 836 | 837 | * [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. 838 | * [logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. 839 | * [Eliot](https://eliot.readthedocs.org/en/latest/) - Logging for complex & distributed systems. 840 | * [Raven](http://raven.readthedocs.org/en/latest/) - The Python client for Sentry. 841 | * [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. 842 | 843 | ## Testing 844 | 845 | *Libraries for testing codebases and generating test data.* 846 | 847 | * Testing Frameworks 848 | * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. 849 | * [nose](https://nose.readthedocs.org/en/latest/) - nose extends unittest. 850 | * [contexts](https://github.com/benjamin-hodgson/Contexts) - A BDD framework for Python 3.3+. Inspired by C#'s `Machine.Specifications`. 851 | * [hypothesis](https://github.com/DRMacIver/hypothesis) - Hypothesis is an advanced Quickcheck style property based testing library. 852 | * [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. 853 | * [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. 854 | * [pyshould](https://github.com/drslump/pyshould) - Should style asserts based on [PyHamcrest](https://github.com/hamcrest/PyHamcrest). 855 | * [pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. 856 | * [green](https://github.com/CleanCut/green) - A clean, colorful test runner. 857 | * [pyvows](http://heynemann.github.io/pyvows/) - BDD style testing for Python. Inspired by [Vows.js](http://vowsjs.org/). 858 | * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. 859 | * Web Testing 860 | * [Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. 861 | * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. 862 | * [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. 863 | * [splinter](https://splinter.readthedocs.org/en/latest/) - Open source tool for testing web applications. 864 | * Mock 865 | * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. 866 | * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. 867 | * [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module. 868 | * [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+. 869 | * [httpretty](http://falcao.it/HTTPretty/) - HTTP request mock tool for Python. 870 | * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library. 871 | * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests. 872 | * Object Factories 873 | * [factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python. 874 | * [mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. 875 | * [model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django. 876 | * Code Coverage 877 | * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. 878 | * Fake Data 879 | * [faker](http://www.joke2k.net/faker/) - A Python package that generates fake data. 880 | * [fake2db](https://github.com/emirozer/fake2db) - Fake database generator. 881 | * [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. 882 | * Error Handler 883 | * [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. 884 | 885 | 886 | ## Code Analysis and Linter 887 | 888 | *Libraries and tools for analysing, parsing and manipulation codebases.* 889 | 890 | * Code Analysis 891 | * [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts. 892 | * [pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application. 893 | * [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. 894 | * Linter 895 | * [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. 896 | * [Pylint](http://www.pylint.org/) - A Fully customizable source code analyzer. 897 | * [pylama](https://pylama.readthedocs.org/en/latest/) - Code audit tool for Python and JavaScript. 898 | 899 | ## Debugging Tools 900 | 901 | *Libraries for debugging code.* 902 | 903 | * Debugger 904 | * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). 905 | * [pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger. 906 | * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. 907 | * [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. 908 | * [winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. 909 | * [django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information for Django. 910 | * [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver. 911 | * [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. 912 | * Profiler 913 | * [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. 914 | * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. 915 | * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. 916 | * Others 917 | * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. 918 | * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. 919 | 920 | ## Science and Data Analysis 921 | 922 | *Libraries for scientific computing and data analyzing.* 923 | 924 | * [astropy](http://www.astropy.org/) - A community Python library for Astronomy. 925 | * [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. 926 | * [bccb](https://github.com/chapmanb/bcbb) - Collection of useful code related to biological analysis. 927 | * [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. 928 | * [blaze](http://blaze.readthedocs.org/en/latest/index.html) - NumPy and Pandas interface to Big Data. 929 | * [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. 930 | * [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. 931 | * [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. 932 | * [Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. 933 | * [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. 934 | * [Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. 935 | * [Open Mining](https://github.com/avelino/mining) - Business Intelligence (BI) in Python (Pandas web interface) 936 | * [orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting. 937 | * [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. 938 | * [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. 939 | * [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit. 940 | * [RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. 941 | * [SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. 942 | * [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. 943 | * [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. 944 | * [zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. 945 | 946 | ## Data Visualization 947 | 948 | *Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* 949 | 950 | * [matplotlib](http://matplotlib.org/) - A Python 2D plotting library. 951 | * [bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python. 952 | * [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. 953 | * [plotly](https://plot.ly/python/) - Collaborative web plotting for Python and matplotlib. 954 | * [pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. 955 | * [pygraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/). 956 | * [PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. 957 | * [SnakeViz](http://jiffyclub.github.io/snakeviz/) - A browser based graphical viewer for the output of Python's cProfile module. 958 | * [vincent](https://github.com/wrobstory/vincent) - A Python to Vega translator. 959 | * [VisPy](http://vispy.org/) - High-performance scientific visualization based on OpenGL. 960 | 961 | ## Computer Vision 962 | 963 | *Libraries for computer vision.* 964 | 965 | * [OpenCV](http://opencv.org/) - Open Source Computer Vision Library. 966 | * [SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. 967 | 968 | ## Machine Learning 969 | 970 | *Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* 971 | 972 | * [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. 973 | * [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. 974 | * [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. 975 | * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. 976 | * [pattern](https://github.com/clips/pattern) - Web mining module for Python. 977 | * [PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. 978 | * [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). 979 | * [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. 980 | * [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. 981 | * [pydeep](https://github.com/andersbll/deeppy)-Deep learning in python 982 | * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). 983 | * [skflow](https://github.com/google/skflow) - A simplified interface for [TensorFlow](https://github.com/tensorflow/tensorflow) mimicking scikit-learn 984 | 985 | ## MapReduce 986 | 987 | *Frameworks and libraries for MapReduce.* 988 | 989 | * [dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. 990 | * [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. 991 | * [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. 992 | * [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. 993 | * [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. 994 | * [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). 995 | 996 | ## Functional Programming 997 | 998 | *Functional Programming with Python.* 999 | 1000 | * [CyToolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of Toolz: High performance functional utilities. 1001 | * [fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. 1002 | * [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. 1003 | * [Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. 1004 | 1005 | ## Third-party APIs 1006 | 1007 | *Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* 1008 | 1009 | * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. 1010 | * [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. 1011 | * [django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - WordPress models and views for Django. 1012 | * [facebook-sdk](https://github.com/pythonforfacebook/facebook-sdk) - Facebook Platform Python SDK. 1013 | * [facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API 1014 | * [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. 1015 | * [google-api-python-client](https://github.com/google/google-api-python-client) - Google APIs Client Library for Python. 1016 | * [gspread](https://github.com/burnash/gspread) - Google Spreadsheets Python API. 1017 | * [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. 1018 | 1019 | ## DevOps Tools 1020 | 1021 | *Software and libraries for DevOps.* 1022 | 1023 | * [Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. 1024 | * [SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. 1025 | * [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. 1026 | * [Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). 1027 | * [Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. 1028 | * [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. 1029 | * [Fabtools](https://github.com/ronnix/fabtools) - Tools for writing awesome Fabric files. 1030 | * [gitapi](https://bitbucket.org/haard/gitapi) - Pure-Python API for Git. 1031 | * [hgapi](https://bitbucket.org/haard/hgapi) - Pure-Python API for Mercurial. 1032 | * [honcho](https://github.com/nickstenning/honcho) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. 1033 | * [pexpect](https://github.com/pexpect/pexpect) - Controlling interactive programs in a pseudo-terminal like GNU expect. 1034 | * [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. 1035 | * [supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. 1036 | 1037 | ## Job Scheduler 1038 | 1039 | *Libraries for scheduling jobs.* 1040 | 1041 | * [APScheduler](http://apscheduler.readthedocs.org/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions. 1042 | * [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. 1043 | * [doit](http://pydoit.org/) - A task runner and build tool. 1044 | * [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. 1045 | * [Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. 1046 | * [Plan](https://github.com/fengsp/plan) - Writing crontab file in Python like a charm. 1047 | * [schedule](https://github.com/dbader/schedule) - Python job scheduling for humans. 1048 | * [Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python. 1049 | * [TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. 1050 | 1051 | ## Foreign Function Interface 1052 | 1053 | *Libraries for providing foreign function interface.* 1054 | 1055 | * [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. 1056 | * [ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. 1057 | * [PyCUDA](http://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. 1058 | * [SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. 1059 | 1060 | ## High Performance 1061 | 1062 | *Libraries for making Python faster.* 1063 | 1064 | * [Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. 1065 | * [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. 1066 | * [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. 1067 | * [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. 1068 | * [Stackless Python](http://www.stackless.com/) - An enhanced version of the Python. 1069 | 1070 | ## Microsoft Windows 1071 | 1072 | *Python programming on Microsoft Windows.* 1073 | 1074 | * [Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. 1075 | * [pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. 1076 | * [PythonNet](https://github.com/pythonnet/pythonnet) - Python Integration with the .NET Common Language Runtime (CLR). 1077 | * [PyWin32](http://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. 1078 | * [WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. 1079 | 1080 | ## Network Virtualization and SDN 1081 | 1082 | *Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* 1083 | 1084 | * [Mininet](http://mininet.org/) - A popular network emulator and API written in Python. 1085 | * [POX](https://github.com/noxrepo/pox) - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. 1086 | * [Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. 1087 | * [SDX Platform](https://github.com/sdn-ixp/internet2award) - SDN based IXP implementation that leverages Mininet, POX and Pyretic. 1088 | 1089 | ## Hardware 1090 | 1091 | *Libraries for programming with hardware.* 1092 | 1093 | * [ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). 1094 | * [Pyro](http://pyrorobotics.com/) - Python Robotics. 1095 | * [PyUserInput](https://github.com/SavinaRoja/PyUserInput) - A module for cross-platform control of the mouse and keyboard. 1096 | * [scapy](http://www.secdev.org/projects/scapy/) - A brilliant packet manipulation library. 1097 | * [wifi](https://wifi.readthedocs.org/en/latest/) - A Python library and command line tool for working with WiFi on Linux. 1098 | * [Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. 1099 | 1100 | ## Compatibility 1101 | 1102 | *Libraries for migrating from Python 2 to 3.* 1103 | 1104 | * [Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. 1105 | * [Python-Modernize](https://github.com/mitsuhiko/python-modernize) - Modernizes Python code for eventual Python 3 migration. 1106 | * [Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. 1107 | 1108 | ## Miscellaneous 1109 | 1110 | *Useful libraries or tools that don't fit in the categories above.* 1111 | 1112 | * [blinker](https://github.com/jek/blinker) - A fast Python in-process signal/event dispatching system. 1113 | * [itsdangerous](https://github.com/mitsuhiko/itsdangerous) - Various helpers to pass trusted data to untrusted environments. 1114 | * [pluginbase](https://github.com/mitsuhiko/pluginbase) - A simple but flexible plugin system for Python. 1115 | * [Pychievements](https://github.com/PacketPerception/pychievements) - A framework for creating and tracking achievements. 1116 | * [Tryton](http://www.tryton.org/) - A general purpose business framework. 1117 | 1118 | ## Algorithms and Design Patterns 1119 | 1120 | *Python implementation of algorithms and design patterns.* 1121 | 1122 | * [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. 1123 | * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. 1124 | * [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. 1125 | 1126 | ## Editor Plugins 1127 | 1128 | *Plugins for editors and IDEs.* 1129 | 1130 | * Emacs 1131 | * [Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. 1132 | * Sublime Text 1133 | * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. 1134 | * [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. 1135 | * Vim 1136 | * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. 1137 | * [Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python. 1138 | * [Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE. 1139 | * Visual Studio 1140 | * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. 1141 | 1142 | ## IDEs 1143 | 1144 | *Popular Python IDEs.* 1145 | 1146 | * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. 1147 | * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. 1148 | * [Spyder](https://github.com/spyder-ide/spyder) - Open Source Python IDE. 1149 | 1150 | # Services 1151 | 1152 | Online tools and APIs to simplify development. 1153 | 1154 | ## Continuous Integration 1155 | 1156 | *See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).* 1157 | 1158 | * [Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) 1159 | * [CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only) 1160 | * [Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model. 1161 | * [Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices. 1162 | 1163 | ## Code Quality 1164 | 1165 | * [Landscape](https://landscape.io/) - An early warning system for your Python codebase. 1166 | * [QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool. 1167 | 1168 | # Resources 1169 | 1170 | Where to discover new Python libraries. 1171 | 1172 | ## Websites 1173 | 1174 | * [r/Python](https://www.reddit.com/r/python) 1175 | * [CoolGithubProjects](https://www.coolgithubprojects.com/) 1176 | * [Django Packages](https://www.djangopackages.com/) 1177 | * [Full Stack Python](http://www.fullstackpython.com/) 1178 | * [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) 1179 | * [Python Hackers](http://pythonhackers.com/open-source/) 1180 | * [Python ZEEF](https://python.zeef.com/alan.richmond) 1181 | * [Trending Python repositories on GitHub today](https://github.com/trending?l=python) 1182 | * [PyPI Ranking](http://pypi-ranking.info/alltime) 1183 | 1184 | ## Weekly 1185 | 1186 | * [Import Python Newsletter](http://importpython.com/newsletter/) 1187 | * [Pycoder's Weekly](http://pycoders.com/) 1188 | * [Python Weekly](http://www.pythonweekly.com/) 1189 | 1190 | ## Twitter 1191 | 1192 | * [@codetengu](https://twitter.com/codetengu) 1193 | * [@getpy](https://twitter.com/getpy) 1194 | * [@planetpython](https://twitter.com/planetpython) 1195 | * [@pycoders](https://twitter.com/pycoders) 1196 | * [@pypi](https://twitter.com/pypi) 1197 | * [@pythontrending](https://twitter.com/pythontrending) 1198 | * [@PythonWeekly](https://twitter.com/PythonWeekly) 1199 | 1200 | # Other Awesome Lists 1201 | 1202 | List of lists. 1203 | 1204 | * Python 1205 | * [pycrumbs](https://github.com/kirang89/pycrumbs/blob/master/pycrumbs.md) 1206 | * [python-github-projects](https://github.com/checkcheckzz/python-github-projects) 1207 | * [python_reference](https://github.com/rasbt/python_reference) 1208 | * [pythonidae](https://github.com/svaksha/pythonidae) 1209 | * Monty 1210 | * [awesome](https://github.com/sindresorhus/awesome) 1211 | * [lists](https://github.com/jnv/lists) 1212 | 1213 | --------------------------------------------------------------------------------