* [:octocat: django-jet](https://github.com/geex-arts/django-jet) - :star: 3315 :fork_and_knife: 766 - Modern responsive template for the Django admin interface with improved functionality.
* [:octocat: django-xadmin](https://github.com/sshwsfc/xadmin) - :star: 4664 :fork_and_knife: 1428 - Drop-in replacement of Django admin comes with lots of goodies.
* [:octocat: flask-admin](https://github.com/flask-admin/flask-admin) - :star: 5123 :fork_and_knife: 1476 - Simple and extensible administrative interface framework for Flask.
* [:octocat: flower](https://github.com/mher/flower) - :star: 5321 :fork_and_knife: 955 - Real-time monitor and web admin for Celery.
* [:octocat: jet-bridge](https://github.com/jet-admin/jet-bridge) - :star: 1242 :fork_and_knife: 117 - Admin panel framework for any application with nice UI (ex Jet Django)
* [:octocat: wooey](https://github.com/wooey/wooey) - :star: 1792 :fork_and_knife: 178 - A Django app which creates automatic web UIs for Python scripts.
*Python implementation of data structures, algorithms and design patterns. Also see [awesome-algorithms](https://github.com/tayllan/awesome-algorithms).*
* [:octocat: algorithms](https://github.com/keon/algorithms) - :star: 21395 :fork_and_knife: 4369 - Minimal examples of data structures and algorithms.
* [:octocat: python-ds](https://github.com/prabhupant/python-ds) - :star: 1761 :fork_and_knife: 494 - A collection of data structure and algorithms for coding interviews.
* [:octocat: sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - :star: 2653 :fork_and_knife: 176 - Fast and pure-Python implementation of sorted collections.
* [:octocat: TheAlgorithms](https://github.com/TheAlgorithms/Python) - :star: 141408 :fork_and_knife: 36366 - All Algorithms implemented in Python.
* [:octocat: daphne](https://github.com/django/daphne) - :star: 1800 :fork_and_knife: 213 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
* [:octocat: uvicorn](https://github.com/encode/uvicorn) - :star: 5556 :fork_and_knife: 471 - A lightning-fast ASGI server implementation, using uvloop and httptools.
* [:earth_americas: mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support.
* [:octocat: pydub](https://github.com/jiaaro/pydub) - :star: 6301 :fork_and_knife: 848 - Manipulate audio with a simple and easy high level interface.
* [:octocat: TimeSide](https://github.com/Parisson/TimeSide) - :star: 326 :fork_and_knife: 58 - Open web audio processing framework.
* [:octocat: beets](https://github.com/beetbox/beets) - :star: 11087 :fork_and_knife: 1737 - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
* [:octocat: eyeD3](https://github.com/nicfit/eyeD3) - :star: 387 :fork_and_knife: 55 - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* [:octocat: mutagen](https://github.com/quodlibet/mutagen) - :star: 1028 :fork_and_knife: 125 - A Python module to handle audio metadata.
* [:octocat: tinytag](https://github.com/devsnd/tinytag) - :star: 552 :fork_and_knife: 92 - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
* [:octocat: oauthlib](https://github.com/idan/oauthlib) - :star: 2432 :fork_and_knife: 465 - A generic and thorough implementation of the OAuth request-signing logic.
* [:octocat: python-oauth2](https://github.com/joestump/python-oauth2) - :star: 2948 :fork_and_knife: 1042 - A fully tested, abstract interface to creating OAuth clients and servers.
* [:octocat: python-social-auth](https://github.com/omab/python-social-auth) - :star: 2815 :fork_and_knife: 1126 - An easy-to-setup social authentication mechanism.
* [:octocat: python-jwt](https://github.com/davedoesdev/python-jwt) - :star: 198 :fork_and_knife: 25 - A module for generating and verifying JSON Web Tokens.
* [:earth_americas: BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux.
* [:earth_americas: buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts.
* [:octocat: PlatformIO](https://github.com/platformio/platformio-core) - :star: 6031 :fork_and_knife: 702 - A console tool to build code with different development platforms.
* [:octocat: pybuilder](https://github.com/pybuilder/pybuilder) - :star: 1421 :fork_and_knife: 245 - A continuous build tool written in pure Python.
* [:octocat: attrs](https://github.com/python-attrs/attrs) - :star: 4379 :fork_and_knife: 307 - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
* [:octocat: bidict](https://github.com/jab/bidict) - :star: 1160 :fork_and_knife: 49 - Efficient, Pythonic bidirectional map data structures and related functionality..
* [:octocat: DottedDict](https://github.com/carlosescri/DottedDict) - :star: 149 :fork_and_knife: 19 - A library that provides a method of accessing lists and dicts with a dotted path notation.
* [:octocat: feincms](https://github.com/feincms/feincms) - :star: 835 :fork_and_knife: 232 - One of the most advanced Content Management Systems built on Django.
* [:octocat: indico](https://github.com/indico/indico) - :star: 1368 :fork_and_knife: 343 - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).
* [:octocat: Kotti](https://github.com/Kotti/Kotti) - :star: 386 :fork_and_knife: 115 - A high-level, Pythonic web application framework built on Pyramid.
* [:octocat: mezzanine](https://github.com/stephenmcd/mezzanine) - :star: 4481 :fork_and_knife: 1570 - A powerful, consistent, and flexible content management platform.
* [:earth_americas: dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors.
* [:earth_americas: HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention.
* [:earth_americas: python-diskcache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis.
* [:octocat: errbot](https://github.com/errbotio/errbot/) - :star: 2734 :fork_and_knife: 583 - The easiest and most popular chatbot to implement ChatOps.
* [:octocat: pycallgraph](https://github.com/gak/pycallgraph) - :star: 1665 :fork_and_knife: 304 - A library that visualises the flow (call graph) of your Python application.
* [:octocat: MonkeyType](https://github.com/Instagram/MonkeyType) - :star: 3923 :fork_and_knife: 146 - A system for Python that generates static type annotations by collecting runtime types.
* [:octocat: python-fire](https://github.com/google/python-fire) - :star: 22819 :fork_and_knife: 1324 - A library for creating command line interfaces from absolutely any Python object.
* [:octocat: python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - :star: 7870 :fork_and_knife: 636 - A library for building powerful interactive command lines.
* [:octocat: alive-progress](https://github.com/rsalmei/alive-progress) - :star: 3665 :fork_and_knife: 150 - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
* [:octocat: asciimatics](https://github.com/peterbrittain/asciimatics) - :star: 3123 :fork_and_knife: 233 - A package to create full-screen text UIs (from interactive forms to ASCII animations).
* [:octocat: rich](https://github.com/willmcgugan/rich) - :star: 39067 :fork_and_knife: 1318 - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
* [:octocat: tqdm](https://github.com/tqdm/tqdm) - :star: 22663 :fork_and_knife: 1151 - Fast, extensible progress bar for loops and CLI.
* [:octocat: copier](https://github.com/pykong/copier) - :star: 651 :fork_and_knife: 80 - A library and command-line utility for rendering projects templates.
* [:octocat: cookiecutter](https://github.com/audreyr/cookiecutter) - :star: 17764 :fork_and_knife: 1700 - A command-line utility that creates projects from cookiecutters (project templates).
* [:octocat: doitlive](https://github.com/sloria/doitlive) - :star: 3155 :fork_and_knife: 97 - A tool for live presentations in the terminal.
* [:octocat: howdoi](https://github.com/gleitz/howdoi) - :star: 9627 :fork_and_knife: 844 - Instant coding answers via the command line.
* [:octocat: Invoke](https://github.com/pyinvoke/invoke#readme) - :star: 3658 :fork_and_knife: 320 - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
* [:octocat: PathPicker](https://github.com/facebook/PathPicker) - :star: 4773 :fork_and_knife: 303 - Select files out of bash output.
* [:octocat: percol](https://github.com/mooz/percol) - :star: 3124 :fork_and_knife: 150 - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
* [:octocat: try](https://github.com/timofurrer/try) - :star: 647 :fork_and_knife: 38 - A dead simple CLI to try out python packages - it's never been easier.
* [:octocat: httpie](https://github.com/jakubroztocil/httpie) - :star: 23003 :fork_and_knife: 3693 - A command line HTTP client, a user-friendly cURL replacement.
* [:octocat: iredis](https://github.com/laixintao/iredis) - :star: 2117 :fork_and_knife: 88 - Redis CLI with autocompletion and syntax highlighting.
* [:octocat: kube-shell](https://github.com/cloudnativelabs/kube-shell) - :star: 2117 :fork_and_knife: 171 - An integrated shell for working with the Kubernetes CLI.
* [:octocat: litecli](https://github.com/dbcli/litecli) - :star: 1669 :fork_and_knife: 62 - SQLite CLI with autocompletion and syntax highlighting.
* [:octocat: mycli](https://github.com/dbcli/mycli) - :star: 10499 :fork_and_knife: 633 - MySQL CLI with autocompletion and syntax highlighting.
* [:octocat: pgcli](https://github.com/dbcli/pgcli) - :star: 10567 :fork_and_knife: 483 - PostgreSQL CLI with autocompletion and syntax highlighting.
* [:octocat: SimpleCV](https://github.com/sightmachine/SimpleCV) - :star: 2564 :fork_and_knife: 805 - An open source framework for building computer vision applications.
* [:octocat: tesserocr](https://github.com/sirfz/tesserocr) - :star: 1678 :fork_and_knife: 225 - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
* [:earth_americas: concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables.
* [:octocat: uvloop](https://github.com/MagicStack/uvloop) - :star: 8778 :fork_and_knife: 511 - Ultra fast implementation of `asyncio` event loop on top of `libuv`.
* [:earth_americas: cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers.
* [:earth_americas: Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
* [:earth_americas: Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
* [:earth_americas: colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
* [:octocat: queries](https://github.com/gmr/queries) - :star: 247 :fork_and_knife: 31 - A wrapper of the psycopg2 library for interacting with PostgreSQL.
* [:octocat: SuperSQLite](https://github.com/plasticityai/supersqlite) - :star: 696 :fork_and_knife: 24 - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw).
* [:earth_americas: Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
* [:octocat: Chronyk](https://github.com/KoffeinFlummi/Chronyk) - :star: 334 :fork_and_knife: 16 - A Python 3 library for parsing human-written times and dates.
* [:octocat: dateutil](https://github.com/dateutil/dateutil) - :star: 1874 :fork_and_knife: 413 - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
* [:octocat: delorean](https://github.com/myusuf3/delorean/) - :star: 1820 :fork_and_knife: 131 - A library for clearing up the inconvenient truths that arise dealing with datetimes.
* [:octocat: moment](https://github.com/zachwill/moment) - :star: 704 :fork_and_knife: 45 - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/).
* [:octocat: PyTime](https://github.com/shinux/PyTime) - :star: 146 :fork_and_knife: 22 - An easy-to-use Python module which aims to operate date/time/datetime by string.
* [:earth_americas: pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
* [:octocat: when.py](https://github.com/dirn/When.py) - :star: 193 :fork_and_knife: 19 - Providing user-friendly functions to help perform common date and time actions.
* [:octocat: manhole](https://github.com/ionelmc/python-manhole) - :star: 330 :fork_and_knife: 19 - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
* [:octocat: pyringe](https://github.com/google/pyringe) - :star: 1624 :fork_and_knife: 80 - Debugger capable of attaching to and injecting code into Python processes.
* [:octocat: django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - :star: 7119 :fork_and_knife: 978 - Display various debug information for Django.
* [:octocat: django-devserver](https://github.com/dcramer/django-devserver) - :star: 1267 :fork_and_knife: 168 - A drop-in replacement for Django's runserver.
* [:octocat: flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - :star: 843 :fork_and_knife: 129 - A port of the django-debug-toolbar to flask.
* [:octocat: icecream](https://github.com/gruns/icecream) - :star: 6089 :fork_and_knife: 124 - Inspect variables, expressions, and program execution with a single, simple function call.
* [:octocat: pyelftools](https://github.com/eliben/pyelftools) - :star: 1481 :fork_and_knife: 457 - Parsing and analyzing ELF files and DWARF debugging information.
* [:octocat: caffe](https://github.com/BVLC/caffe) - :star: 32780 :fork_and_knife: 19006 - A fast open framework for deep learning..
* [:octocat: keras](https://github.com/keras-team/keras) - :star: 55881 :fork_and_knife: 19164 - A high-level neural networks library and capable of running on top of either TensorFlow or Theano.
* [:octocat: mxnet](https://github.com/dmlc/mxnet) - :star: 20050 :fork_and_knife: 6878 - A deep learning framework designed for both efficiency and flexibility.
* [:octocat: pytorch](https://github.com/pytorch/pytorch) - :star: 57907 :fork_and_knife: 16132 - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
* [:octocat: SerpentAI](https://github.com/SerpentAI/SerpentAI) - :star: 6314 :fork_and_knife: 749 - Game agent framework. Use any video game as a deep learning sandbox.
* [:octocat: tensorflow](https://github.com/tensorflow/tensorflow) - :star: 167018 :fork_and_knife: 87052 - The most popular Deep Learning framework created by Google.
* [:octocat: Theano](https://github.com/Theano/Theano) - :star: 9602 :fork_and_knife: 2501 - A library for fast numerical computation.
* [:earth_americas: cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance.
* [:earth_americas: OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds.
* [:earth_americas: BorgBackup](https://www.borgbackup.org/) - A deduplicating archiver with compression and encryption.
* Others
* [:earth_americas: docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/).
* [:octocat: dask](https://github.com/dask/dask) - :star: 10196 :fork_and_knife: 1521 - A flexible parallel computing library for analytic computing.
* [:octocat: luigi](https://github.com/spotify/luigi) - :star: 15886 :fork_and_knife: 2347 - A module that helps you build complex pipelines of batch jobs.
* [:octocat: mrjob](https://github.com/Yelp/mrjob) - :star: 2585 :fork_and_knife: 606 - Run MapReduce jobs on Hadoop or Amazon Web Services.
* [:octocat: Ray](https://github.com/ray-project/ray/) - :star: 21526 :fork_and_knife: 3782 - A system for parallel and distributed Python that unifies the machine learning ecosystem.
* [:octocat: streamparse](https://github.com/Parsely/streamparse) - :star: 1462 :fork_and_knife: 219 - Run Python code against real-time streams of data via [Apache Storm](http://storm.apache.org/).
* [:octocat: dh-virtualenv](https://github.com/spotify/dh-virtualenv) - :star: 1537 :fork_and_knife: 183 - Build and distribute a virtualenv as a Debian package.
* [:octocat: shiv](https://github.com/linkedin/shiv) - :star: 1492 :fork_and_knife: 84 - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
* [:octocat: pdoc](https://github.com/mitmproxy/pdoc) - :star: 1290 :fork_and_knife: 146 - Epydoc replacement to auto generate API documentation for Python libraries.
* [:octocat: akshare](https://github.com/jindaxiang/akshare) - :star: 5270 :fork_and_knife: 1185 - A financial data interface library, built for human beings!
* [:octocat: s3cmd](https://github.com/s3tools/s3cmd) - :star: 3938 :fork_and_knife: 863 - A command line tool for managing Amazon S3 and CloudFront.
* [:octocat: s4cmd](https://github.com/bloomreach/s4cmd) - :star: 1208 :fork_and_knife: 201 - Super S3 command line tool, good for higher performance.
* [:octocat: merchant](https://github.com/agiliq/merchant) - :star: 988 :fork_and_knife: 179 - A Django app to accept payments from various payment processors.
* [:octocat: anaconda](https://github.com/DamnWidget/anaconda) - :star: 2156 :fork_and_knife: 263 - Anaconda turns your Sublime Text 3 in a full featured Python development IDE.
* [:octocat: SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - :star: 927 :fork_and_knife: 113 - A Sublime Text plugin to the awesome auto-complete library Jedi.
* [:octocat: jedi-vim](https://github.com/davidhalter/jedi-vim) - :star: 5039 :fork_and_knife: 375 - Vim bindings for the Jedi auto-completion library for Python.
* [:octocat: python-mode](https://github.com/python-mode/python-mode) - :star: 5366 :fork_and_knife: 894 - An all in one plugin for turning Vim into a Python IDE.
* [:octocat: YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - :star: 24144 :fork_and_knife: 2768 - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
* [:earth_americas: Python](https://marketplace.visualstudio.com/items?itemName=ms-python.python) - The official VSCode extension with rich support for Python.
* [:octocat: modoboa](https://github.com/modoboa/modoboa) - :star: 2192 :fork_and_knife: 310 - A mail hosting and management platform including a modern Web UI.
* [:octocat: salmon](https://github.com/moggers87/salmon) - :star: 557 :fork_and_knife: 56 - A Python Mail Server.
* [:octocat: python-magic](https://github.com/ahupp/python-magic) - :star: 2160 :fork_and_knife: 252 - A Python interface to the libmagic file type identification library.
* [:octocat: Unipath](https://github.com/mikeorr/Unipath) - :star: 505 :fork_and_knife: 38 - An object-oriented approach to file/directory operations.
* [:octocat: watchdog](https://github.com/gorakhargosh/watchdog) - :star: 5395 :fork_and_knife: 650 - API and shell utilities to monitor file system events.
* [:earth_americas: cffi](https://pypi.org/project/cffi/) - Foreign Function Interface for Python calling C code.
* [:earth_americas: ctypes](https://docs.python.org/3/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code.
* [:octocat: Deform](https://github.com/Pylons/deform) - :star: 382 :fork_and_knife: 162 - Python HTML form generation library influenced by the formish form generation library.
* [:octocat: django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - :star: 4510 :fork_and_knife: 712 - A Django app which lets you create beautiful forms in a very elegant and DRY way.
* [:octocat: Coconut](https://github.com/evhub/coconut) - :star: 3519 :fork_and_knife: 105 - A variant of Python built for simple, elegant, Pythonic functional programming.
* [:octocat: CyToolz](https://github.com/pytoolz/cytoolz/) - :star: 870 :fork_and_knife: 66 - Cython implementation of `Toolz`: High performance functional utilities.
* [:octocat: fn.py](https://github.com/kachayev/fn.py) - :star: 3215 :fork_and_knife: 199 - Functional programming in Python: implementation of missing features to enjoy FP.
* [:octocat: funcy](https://github.com/Suor/funcy) - :star: 2843 :fork_and_knife: 131 - A fancy and practical functional tools.
* [:octocat: more-itertools](https://github.com/erikrose/more-itertools) - :star: 2655 :fork_and_knife: 211 - More routines for operating on iterables, beyond `itertools`.
* [:octocat: returns](https://github.com/dry-python/returns) - :star: 2372 :fork_and_knife: 86 - A set of type-safe monads, transformers, and composition utilities.
* [:octocat: Toolz](https://github.com/pytoolz/toolz) - :star: 3997 :fork_and_knife: 244 - A collection of functional utilities for iterators, functions, and dictionaries.
* [:earth_americas: 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.
* [:octocat: Flexx](https://github.com/zoofIO/flexx) - :star: 2997 :fork_and_knife: 260 - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering.
* [:octocat: Gooey](https://github.com/chriskiehl/Gooey) - :star: 16532 :fork_and_knife: 900 - Turn command line programs into a full GUI application with one line.
* [:earth_americas: PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
* [:earth_americas: PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
* [:earth_americas: urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
* [:octocat: tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - :star: 59 :fork_and_knife: 7 - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.
* [:octocat: tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - :star: 100 :fork_and_knife: 15 - ASGI support for the Tartiflette GraphQL engine.
* [:earth_americas: Arcade](https://arcade.academy/index.html) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
* [:earth_americas: Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
* [:earth_americas: PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [:earth_americas: PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs.
* [:octocat: django-countries](https://github.com/SmileyChris/django-countries) - :star: 1146 :fork_and_knife: 240 - A Django app that provides a country field for models and forms.
* [:earth_americas: BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
* [:octocat: bleach](https://github.com/mozilla/bleach) - :star: 2360 :fork_and_knife: 241 - A whitelist-based HTML sanitization and text linkification library.
* [:octocat: html5lib](https://github.com/html5lib/html5lib-python) - :star: 980 :fork_and_knife: 271 - A standards-compliant library for parsing and serializing HTML documents and fragments.
* [:octocat: xmltodict](https://github.com/martinblech/xmltodict) - :star: 4871 :fork_and_knife: 453 - Working with XML feel like you are working with JSON.
* [:octocat: treq](https://github.com/twisted/treq) - :star: 547 :fork_and_knife: 144 - Python requests like API built on top of Twisted's HTTP client.
* [:octocat: urllib3](https://github.com/shazow/urllib3) - :star: 3118 :fork_and_knife: 982 - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
* [:octocat: keyboard](https://github.com/boppreh/keyboard) - :star: 3028 :fork_and_knife: 362 - Hook and simulate global keyboard events on Windows and Linux.
* [:octocat: mouse](https://github.com/boppreh/mouse) - :star: 654 :fork_and_knife: 98 - Hook and simulate global mouse events on Windows and Linux.
* [:octocat: PyUserInput](https://github.com/SavinaRoja/PyUserInput) - :star: 1029 :fork_and_knife: 244 - A module for cross-platform control of the mouse and keyboard.
* [:octocat: wifi](https://github.com/rockymeza/wifi) - :star: 289 :fork_and_knife: 164 - A Python library and command line tool for working with WiFi on Linux.
* [:octocat: pillow](https://github.com/python-pillow/Pillow) - :star: 10035 :fork_and_knife: 1886 - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork.
* [:octocat: python-barcode](https://github.com/WhyNotHugo/python-barcode) - :star: 381 :fork_and_knife: 95 - Create barcodes in Python with no extra dependencies.
* [:octocat: thumbor](https://github.com/thumbor/thumbor) - :star: 9060 :fork_and_knife: 778 - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images.
* [:octocat: wand](https://github.com/dahlia/wand) - :star: 1195 :fork_and_knife: 197 - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
* [:octocat: CLPython](https://github.com/metawilm/cl-python) - :star: 332 :fork_and_knife: 33 - Implementation of the Python programming language written in Common Lisp.
* [:octocat: CPython](https://github.com/python/cpython) - :star: 46800 :fork_and_knife: 24004 - **Default, most widely used implementation of the Python programming language written in C.**
* [:octocat: Grumpy](https://github.com/google/grumpy) - :star: 10493 :fork_and_knife: 674 - More compiler than interpreter as more powerful CPython2.7 replacement (alpha).
* [:octocat: IronPython](https://github.com/IronLanguages/ironpython3) - :star: 1848 :fork_and_knife: 229 - Implementation of the Python programming language written in C#.
* [:octocat: Pyston](https://github.com/dropbox/pyston) - :star: 4943 :fork_and_knife: 311 - A Python implementation using JIT techniques.
* [:octocat: Stackless Python](https://github.com/stackless-dev/stackless) - :star: 836 :fork_and_knife: 57 - An enhanced version of the Python programming language.
* [:octocat: ptpython](https://github.com/jonathanslenders/ptpython) - :star: 4544 :fork_and_knife: 262 - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit).
* [:octocat: PyICU](https://github.com/ovalhub/pyicu) - :star: 129 :fork_and_knife: 53 - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)).
* [:earth_americas: APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions.
* [:octocat: Plan](https://github.com/fengsp/plan) - :star: 1151 :fork_and_knife: 95 - Writing crontab file in Python like a charm.
* [:octocat: Prefect](https://github.com/PrefectHQ/prefect) - :star: 9762 :fork_and_knife: 972 - A modern workflow orchestration framework that makes it easy to build, schedule and monitor robust data pipelines.
* [:earth_americas: TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable.
* [:octocat: xgboost](https://github.com/dmlc/xgboost) - :star: 23050 :fork_and_knife: 8440 - A scalable, portable, and distributed gradient boosting library.
* [:octocat: MindsDB](https://github.com/mindsdb/mindsdb) - :star: 9336 :fork_and_knife: 976 - 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.
* [:octocat: PythonNet](https://github.com/pythonnet/pythonnet) - :star: 3188 :fork_and_knife: 596 - Python Integration with the .NET Common Language Runtime (CLR).
* [:octocat: blinker](https://github.com/jek/blinker) - :star: 1392 :fork_and_knife: 170 - A fast Python in-process signal/event dispatching system.
* [:octocat: boltons](https://github.com/mahmoud/boltons) - :star: 5849 :fork_and_knife: 323 - A set of pure-Python utilities.
* [:octocat: itsdangerous](https://github.com/pallets/itsdangerous) - :star: 2501 :fork_and_knife: 211 - Various helpers to pass trusted data to untrusted environments.
* [:octocat: magenta](https://github.com/magenta/magenta) - :star: 17804 :fork_and_knife: 3641 - A tool to generate music and art using artificial intelligence.
* [:octocat: pluginbase](https://github.com/mitsuhiko/pluginbase) - :star: 1024 :fork_and_knife: 144 - A simple but flexible plugin system for Python.
* [:octocat: pytext](https://github.com/facebookresearch/pytext) - :star: 6346 :fork_and_knife: 816 - A natural language modeling framework based on PyTorch.
* [:octocat: PyTorch-NLP](https://github.com/PetrochukM/PyTorch-NLP) - :star: 2101 :fork_and_knife: 256 - A toolkit enabling rapid deep learning NLP prototyping for research.
* [:octocat: funNLP](https://github.com/fighting41love/funNLP) - :star: 42290 :fork_and_knife: 11613 - A collection of tools and datasets for Chinese NLP.
* [:octocat: jieba](https://github.com/fxsjy/jieba) - :star: 29052 :fork_and_knife: 6595 - The most popular Chinese text segmentation library.
* [:octocat: pkuseg-python](https://github.com/lancopku/pkuseg-python) - :star: 5930 :fork_and_knife: 944 - A toolkit for Chinese word segmentation in various domains.
* [:octocat: snownlp](https://github.com/isnowfy/snownlp) - :star: 5888 :fork_and_knife: 1344 - A library for processing Chinese text.
* [:octocat: mininet](https://github.com/mininet/mininet) - :star: 4467 :fork_and_knife: 1642 - A popular network emulator and API written in Python.
* [:octocat: napalm](https://github.com/napalm-automation/napalm) - :star: 1919 :fork_and_knife: 531 - Cross-vendor API to manipulate network devices.
* [:octocat: pox](https://github.com/noxrepo/pox) - :star: 579 :fork_and_knife: 462 - A Python-based SDN control applications, such as OpenFlow SDN controllers.
* [:octocat: django-activity-stream](https://github.com/justquick/django-activity-stream) - :star: 2088 :fork_and_knife: 484 - Generating generic activity streams from the actions on your site.
* [:octocat: Stream Framework](https://github.com/tschellenbach/Stream-Framework) - :star: 4641 :fork_and_knife: 564 - Building news feed and notification systems using Cassandra and Redis.
* [:octocat: dataset](https://github.com/pudo/dataset) - :star: 4189 :fork_and_knife: 285 - Store Python dicts in a database - works with SQLite, MySQL, and PostgreSQL.
* [:octocat: orator](https://github.com/sdispater/orator) - :star: 1351 :fork_and_knife: 165 - The Orator ORM provides a simple yet beautiful ActiveRecord implementation.
* [:octocat: mongoengine](https://github.com/MongoEngine/mongoengine) - :star: 3804 :fork_and_knife: 1209 - A Python Object-Document-Mapper for working with MongoDB.
* [:octocat: PynamoDB](https://github.com/pynamodb/PynamoDB) - :star: 1958 :fork_and_knife: 404 - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
* [:octocat: redisco](https://github.com/kiddouk/redisco) - :star: 435 :fork_and_knife: 83 - A Python Library for Simple Models and Containers Persisted in Redis.
* [:octocat: pip-tools](https://github.com/jazzband/pip-tools) - :star: 6111 :fork_and_knife: 527 - A set of tools to keep your pinned Python dependencies fresh.
* [:octocat: localshop](https://github.com/jazzband/localshop) - :star: 378 :fork_and_knife: 117 - Local PyPI server (custom packages and auto-mirroring of pypi).
* [:octocat: django-guardian](https://github.com/django-guardian/django-guardian) - :star: 3239 :fork_and_knife: 544 - Implementation of per object permissions for Django 1.2+
* [:octocat: django-rules](https://github.com/dfunckt/django-rules) - :star: 1508 :fork_and_knife: 121 - A tiny but powerful app providing object-level permissions to Django, without requiring a database.
* [:octocat: annoy](https://github.com/spotify/annoy) - :star: 10099 :fork_and_knife: 1043 - Approximate Nearest Neighbors in C++/Python optimized for memory usage.
* [:octocat: fastFM](https://github.com/ibayer/fastFM) - :star: 991 :fork_and_knife: 205 - A library for Factorization Machines.
* [:octocat: implicit](https://github.com/benfred/implicit) - :star: 2906 :fork_and_knife: 559 - A fast Python implementation of collaborative filtering for implicit datasets.
* [:octocat: lightfm](https://github.com/lyst/lightfm) - :star: 4105 :fork_and_knife: 639 - A Python implementation of a number of popular recommendation algorithms.
* [:octocat: spotlight](https://github.com/maciejkula/spotlight) - :star: 2763 :fork_and_knife: 412 - Deep recommender models using PyTorch.
* [:octocat: Surprise](https://github.com/NicolasHug/Surprise) - :star: 5471 :fork_and_knife: 945 - A scikit for building and analyzing recommender systems.
* [:octocat: tensorrec](https://github.com/jfkirk/tensorrec) - :star: 1199 :fork_and_knife: 225 - A Recommendation Engine Framework in TensorFlow.
* [:octocat: falcon](https://github.com/falconry/falcon) - :star: 8846 :fork_and_knife: 886 - A high-performance framework for building cloud APIs and web app backends.
* [:octocat: fastapi](https://github.com/tiangolo/fastapi) - :star: 48153 :fork_and_knife: 3811 - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
* [:octocat: hug](https://github.com/hugapi/hug) - :star: 6636 :fork_and_knife: 379 - A Python 3 framework for cleanly exposing APIs.
* [:octocat: sanic](https://github.com/huge-success/sanic) - :star: 16346 :fork_and_knife: 1455 - A Python 3.6+ web server and web framework that's written to go fast.
* [:octocat: PythonRobotics](https://github.com/AtsushiSakai/PythonRobotics) - :star: 15852 :fork_and_knife: 5119 - This is a compilation of various robotics algorithms with visualizations.
* [:octocat: RPyC](https://github.com/tomerfiliba/rpyc) (Remote Python Call) - :star: 1204 :fork_and_knife: 229 - A transparent and symmetric RPC library for Python
* [:octocat: zeroRPC](https://github.com/0rpc/zerorpc-python) - :star: 2964 :fork_and_knife: 380 - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/).
* [:earth_americas: 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).
* [:octocat: marshmallow](https://github.com/marshmallow-code/marshmallow) - :star: 6195 :fork_and_knife: 613 - A lightweight library for converting complex objects to and from simple Python datatypes.
* [:octocat: pysimdjson](https://github.com/TkTech/pysimdjson) - :star: 547 :fork_and_knife: 41 - A Python bindings for [simdjson](https://github.com/lemire/simdjson).
* [:octocat: ultrajson](https://github.com/esnme/ultrajson) - :star: 3784 :fork_and_knife: 356 - A fast JSON decoder and encoder written in C with Python bindings.
* [:octocat: python-lambda](https://github.com/nficano/python-lambda) - :star: 1391 :fork_and_knife: 227 - A toolkit for developing and deploying Python code in AWS Lambda.
* [:octocat: Zappa](https://github.com/Miserlou/Zappa) - :star: 11869 :fork_and_knife: 1259 - A tool for deploying WSGI applications on AWS Lambda and API Gateway.
* [:octocat: pyexcel](https://github.com/pyexcel/pyexcel) - :star: 1035 :fork_and_knife: 155 - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* [:octocat: python-docx](https://github.com/python-openxml/python-docx) - :star: 3218 :fork_and_knife: 883 - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* [:octocat: python-pptx](https://github.com/scanny/python-pptx) - :star: 1556 :fork_and_knife: 373 - Python library for creating and updating PowerPoint (.pptx) files.
* [:octocat: unoconv](https://github.com/unoconv/unoconv) - :star: 2303 :fork_and_knife: 402 - Convert between any document format supported by LibreOffice/OpenOffice.
* [:octocat: XlsxWriter](https://github.com/jmcnamara/XlsxWriter) - :star: 2975 :fork_and_knife: 580 - A Python module for creating Excel .xlsx files.
* [:octocat: xlwings](https://github.com/ZoomerAnalytics/xlwings) - :star: 2361 :fork_and_knife: 431 - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* [:octocat: xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - :star: 999 :fork_and_knife: 291 - Writing and reading data and formatting information from Excel files.
* [:octocat: PDFMiner](https://github.com/euske/pdfminer) - :star: 4852 :fork_and_knife: 1101 - A tool for extracting information from PDF documents.
* [:octocat: PyPDF2](https://github.com/mstamy2/PyPDF2) - :star: 4570 :fork_and_knife: 1097 - A library capable of splitting, merging and transforming PDF pages.
* [:octocat: Mistune](https://github.com/lepture/mistune) - :star: 2091 :fork_and_knife: 213 - Fastest and full featured pure Python parsers of Markdown.
* [:octocat: Python-Markdown](https://github.com/waylan/Python-Markdown) - :star: 2958 :fork_and_knife: 759 - A Python implementation of John Gruber’s Markdown.
* [:octocat: daramatiq](https://github.com/Bogdanp/dramatiq) - :star: 3210 :fork_and_knife: 230 - A fast and reliable background task processing library for Python 3.
* [:octocat: locust](https://github.com/locustio/locust) - :star: 19475 :fork_and_knife: 2510 - Scalable user load testing tool written in Python.
* [:octocat: PyAutoGUI](https://github.com/asweigart/pyautogui) - :star: 6986 :fork_and_knife: 930 - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
* [:octocat: Schemathesis](https://github.com/kiwicom/schemathesis) - :star: 1367 :fork_and_knife: 106 - A tool for automatic property-based testing of web applications built with Open API / Swagger specifications.
* [:octocat: mocket](https://github.com/mindflayer/python-mocket) - :star: 239 :fork_and_knife: 40 - A socket mock framework with gevent/asyncio/SSL support.
* [:octocat: responses](https://github.com/getsentry/responses) - :star: 3655 :fork_and_knife: 301 - A utility library for mocking out the requests Python library.
* [:octocat: VCR.py](https://github.com/kevin1024/vcrpy) - :star: 2279 :fork_and_knife: 310 - Record and replay HTTP interactions on your tests.
*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).*
* [:earth_americas: uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C.
