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@ -137,7 +137,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [django-pipeline](https://github.com/jazzband/django-pipeline) - An asset packaging library for Django. * [django-pipeline](https://github.com/jazzband/django-pipeline) - An asset packaging library for Django.
* [django-storages](https://github.com/jschneier/django-storages) - A collection of custom storage back ends for Django. * [django-storages](https://github.com/jschneier/django-storages) - A collection of custom storage back ends for Django.
* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. * [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages.
* [fileconveyor](http://fileconveyor.org/) - A daemon to detect and sync files to CDNs, S3 and FTP. * [fileconveyor](http://wimleers.com/fileconveyor) - A daemon to detect and sync files to CDNs, S3 and FTP.
* [flask-assets](https://github.com/miracle2k/flask-assets) - Helps you integrate webassets into your Flask app. * [flask-assets](https://github.com/miracle2k/flask-assets) - Helps you integrate webassets into your Flask app.
* [jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - A Jinja extension to compile and compress your assets. * [jinja-assets-compressor](https://github.com/jaysonsantos/jinja-assets-compressor) - A Jinja extension to compile and compress your assets.
* [webassets](https://github.com/miracle2k/webassets) - Bundles, optimizes, and manages unique cache-busting URLs for static resources. * [webassets](https://github.com/miracle2k/webassets) - Bundles, optimizes, and manages unique cache-busting URLs for static resources.
@ -150,16 +150,16 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [audioread](https://github.com/beetbox/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding. * [audioread](https://github.com/beetbox/audioread) - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
* [beets](http://beets.io/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger. * [beets](http://beets.io/) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
* [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition. * [dejavu](https://github.com/worldveil/dejavu) - Audio fingerprinting and recognition.
* [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + [Amazon Elastic Transcoder](http://aws.amazon.com/elastictranscoder/). * [django-elastic-transcoder](https://github.com/StreetVoice/django-elastic-transcoder) - Django + [Amazon Elastic Transcoder](https://aws.amazon.com/elastictranscoder/).
* [eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata. * [eyeD3](http://eyed3.nicfit.net/) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
* [id3reader](http://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data. * [id3reader](https://nedbatchelder.com/code/modules/id3reader.py) - A Python module for reading MP3 meta data.
* [m3u8](https://github.com/globocom/m3u8) - A module for parsing m3u8 file. * [m3u8](https://github.com/globocom/m3u8) - A module for parsing m3u8 file.
* [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. * [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support.
* [mutagen](https://github.com/quodlibet/mutagen) - A Python module to handle audio metadata. * [mutagen](https://github.com/quodlibet/mutagen) - A Python module to handle audio metadata.
* [pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications * [pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
* [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface. * [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface.
* [pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/) API. * [pyechonest](https://github.com/echonest/pyechonest) - Python client for the [Echo Nest](http://developer.echonest.com/) API.
* [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. * [talkbox](http://lightspeed1.nsnet.net/access/web?id=afe84b0f-6bd5-11e7-8b13-00e0ed148814) - A Python library for speech/signal processing.
* [TimeSide](https://github.com/Parisson/TimeSide) - Open web audio processing framework. * [TimeSide](https://github.com/Parisson/TimeSide) - Open web audio processing framework.
* [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files. * [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
@ -189,7 +189,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux. * [BitBake](http://www.yoctoproject.org/docs/1.6/bitbake-user-manual/bitbake-user-manual.html) - A make-like build tool for embedded Linux.
* [buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. * [buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts.
* [PlatformIO](https://github.com/platformio/platformio) - A console tool to build code with different development platforms. * [PlatformIO](https://github.com/platformio/platformio-core) - A console tool to build code with different development platforms.
* [PyBuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python. * [PyBuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python.
* [SCons](http://www.scons.org/) - A software construction tool. * [SCons](http://www.scons.org/) - A software construction tool.
@ -197,7 +197,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Content Management Systems.* *Content Management Systems.*
* [django-cms](http://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django. * [django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django.
* [djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind. * [djedi-cms](http://djedi-cms.org/) - A lightweight but yet powerful Django CMS with plugins, inline editing and performance in mind.
* [FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django. * [FeinCMS](http://www.feincms.org/) - One of the most advanced Content Management Systems built on Django.
* [Kotti](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid. * [Kotti](http://kotti.pylonsproject.org/) - A high-level, Pythonic web application framework built on Pyramid.
@ -217,7 +217,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - Automatic caching and invalidation for Django models. * [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - Automatic caching and invalidation for Django models.
* [django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation. * [django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation.
* [django-viewlet](https://github.com/5monkeys/django-viewlet) - Render template parts with extended cache control. * [django-viewlet](https://github.com/5monkeys/django-viewlet) - Render template parts with extended cache control.
* [dogpile.cache](http://dogpilecache.readthedocs.io/) - dogpile.cache is next generation replacement for Beaker made by same authors. * [dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is next generation replacement for Beaker made by same authors.
* [HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention. * [HermesCache](https://pypi.python.org/pypi/HermesCache) - Python caching library with tag-based invalidation and dogpile effect prevention.
* [johnny-cache](https://github.com/jmoiron/johnny-cache) - A caching framework for django applications. * [johnny-cache](https://github.com/jmoiron/johnny-cache) - A caching framework for django applications.
* [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. * [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface.
@ -226,14 +226,14 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Libraries for chatbot development.* *Libraries for chatbot development.*
* [Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps. * [Errbot](http://errbot.io/en/latest/) - The easiest and most popular chatbot to implement ChatOps.
## Code Analysis and Linter ## Code Analysis and Linter
*Libraries and tools for analysing, parsing and manipulation codebases.* *Libraries and tools for analysing, parsing and manipulation codebases.*
* Code Analysis * Code Analysis
* [coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application. * [coala](http://coala.io/) - Language independent and easily extendable code analysis application.
* [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts. * [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
* [pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application. * [pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application.
* [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. * [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python.
@ -250,7 +250,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [asciimatics](https://github.com/peterbrittain/asciimatics) - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects. * [asciimatics](https://github.com/peterbrittain/asciimatics) - Cross-platform, full-screen terminal package (i.e. mouse/keyboard input and coloured, positioned text output) complete with high-level API for complex animations and special effects.
* [cement](http://builtoncement.com/) - CLI Application Framework for Python. * [cement](http://builtoncement.com/) - CLI Application Framework for Python.
* [click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way. * [click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way.
* [cliff](http://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands. * [cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands.
* [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools. * [clint](https://github.com/kennethreitz/clint) - Python Command-line Application Tools.
* [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text.
* [docopt](http://docopt.org/) - Pythonic command line arguments parser. * [docopt](http://docopt.org/) - Pythonic command line arguments parser.
@ -264,7 +264,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates). * [cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates).
* [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal. * [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal.
* [howdoi](https://github.com/gleitz/howdoi) - Instant coding answers via the command line. * [howdoi](https://github.com/gleitz/howdoi) - Instant coding answers via the command line.
* [httpie](https://github.com/jkbrzt/httpie) - A command line HTTP client, a user-friendly cURL replacement. * [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement.
* [mycli](https://github.com/dbcli/mycli) - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. * [mycli](https://github.com/dbcli/mycli) - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting.
* [PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output. * [PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output.
* [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX. * [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
@ -286,7 +286,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Libraries for computer vision.* *Libraries for computer vision.*
* [OpenCV](http://opencv.org/) - Open Source Computer Vision Library. * [OpenCV](http://opencv.org/) - Open Source Computer Vision Library.
* [pyocr](https://github.com/jflesch/pyocr) - A wrapper for Tesseract and Cuneiform. * [pyocr](https://github.com/openpaperwork/pyocr) - A wrapper for Tesseract and Cuneiform.
* [pytesseract](https://github.com/madmaze/pytesseract) - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr). * [pytesseract](https://github.com/madmaze/pytesseract) - Another wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
* [SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. * [SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications.
@ -325,15 +325,15 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Blaze](https://github.com/blaze/blaze) - NumPy and Pandas interface to Big Data. * [Blaze](https://github.com/blaze/blaze) - NumPy and Pandas interface to Big Data.
* [Open Mining](https://github.com/mining/mining) - Business Intelligence (BI) in Pandas interface. * [Open Mining](https://github.com/mining/mining) - Business Intelligence (BI) in Pandas interface.
* [Orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts. * [Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. * [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
## Data Validation ## Data Validation
*Libraries for validating data. Used for forms in many cases.* *Libraries for validating data. Used for forms in many cases.*
* [Cerberus](https://github.com/nicolaiarocci/cerberus/) - A lightweight and extensible data validation library. * [Cerberus](https://github.com/pyeve/cerberus) - A lightweight and extensible data validation library.
* [colander](http://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post. * [colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
* [jsonschema](https://github.com/Julian/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python. * [jsonschema](https://github.com/Julian/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python.
* [schema](https://github.com/keleshev/schema) - A library for validating Python data structures. * [schema](https://github.com/keleshev/schema) - A library for validating Python data structures.
* [Schematics](https://github.com/schematics/schematics) - Data Structure Validation. * [Schematics](https://github.com/schematics/schematics) - Data Structure Validation.
@ -346,7 +346,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python. * [Altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python.
* [Bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python. * [Bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python.
* [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. * [ggplot](https://github.com/yhat/ggpy) - Same API as ggplot2 for R.
* [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. * [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library.
* [Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator. * [Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator.
* [PyGraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/). * [PyGraphviz](https://pypi.python.org/pypi/pygraphviz) - Python interface to [Graphviz](http://www.graphviz.org/).
@ -387,7 +387,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Plyvel](https://github.com/wbolster/plyvel) - A fast and feature-rich Python interface to LevelDB. * [Plyvel](https://github.com/wbolster/plyvel) - A fast and feature-rich Python interface to LevelDB.
* [py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface. * [py2neo](http://py2neo.org/2.0/) - Python wrapper client for Neo4j's restful interface.
* [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra. * [pycassa](https://github.com/pycassa/pycassa) - Python Thrift driver for Cassandra.
* [PyMongo](https://docs.mongodb.org/ecosystem/drivers/python/) - The official Python client for MongoDB. * [PyMongo](https://docs.mongodb.com/ecosystem/drivers/python/) - The official Python client for MongoDB.
* [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client. * [redis-py](https://github.com/andymccurdy/redis-py) - The Redis Python Client.
* [telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra. * [telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra.
* [txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis. * [txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis.
@ -422,7 +422,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler.
* [vprof](https://github.com/nvdv/vprof) - Visual Python profiler. * [vprof](https://github.com/nvdv/vprof) - Visual Python profiler.
* Others * Others
* [django-debug-toolbar](https://github.com/django-debug-toolbar/django-debug-toolbar) - Display various debug information for Django. * [django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - Display various debug information for Django.
* [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver. * [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver.
* [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. * [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
* [hunter](https://github.com/ionelmc/python-hunter) - Hunter is a flexible code tracing toolkit. * [hunter](https://github.com/ionelmc/python-hunter) - Hunter is a flexible code tracing toolkit.
@ -448,13 +448,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Software and libraries for DevOps.* *Software and libraries for DevOps.*
* [Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. * [Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform.
* [Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance. * [Cloud-Init](http://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance.
* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. * [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric.
* [Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). * [Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/).
* [Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment. * [Fabric](http://www.fabfile.org/) - A simple, Pythonic tool for remote execution and deployment.
* [Fabtools](https://github.com/ronnix/fabtools) - Tools for writing awesome Fabric files. * [Fabtools](https://github.com/fabtools/fabtools) - Tools for writing awesome Fabric files.
* [honcho](https://github.com/nickstenning/honcho) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. * [honcho](https://github.com/nickstenning/honcho) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
* [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. * [OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds.
* [pexpect](https://github.com/pexpect/pexpect) - Controlling interactive programs in a pseudo-terminal like GNU expect. * [pexpect](https://github.com/pexpect/pexpect) - Controlling interactive programs in a pseudo-terminal like GNU expect.
* [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module. * [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module.
* [SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. * [SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system.
@ -469,7 +469,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). * [py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X).
* [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). * [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows).
* [PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). * [PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform).
* [pynsist](http://pynsist.readthedocs.io/) - A tool to build Windows installers, installers bundle Python itself. * [pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself.
## Documentation ## Documentation
@ -487,7 +487,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront. * [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
* [s4cmd](https://github.com/bloomreach/s4cmd) - Super S3 command line tool, good for higher performance. * [s4cmd](https://github.com/bloomreach/s4cmd) - Super S3 command line tool, good for higher performance.
* [you-get](https://www.soimort.org/you-get/) - A YouTube/Youku/Niconico video downloader written in Python 3. * [you-get](http://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3.
* [youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube. * [youtube-dl](http://rg3.github.io/youtube-dl/) - A small command-line program to download videos from YouTube.
## E-commerce ## E-commerce
@ -502,7 +502,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [money](https://github.com/carlospalol/money) - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution. * [money](https://github.com/carlospalol/money) - Money class with optional CLDR-backed locale-aware formatting and an extensible currency exchange solution.
* [python-currencies](https://github.com/Alir3z4/python-currencies) - Display money format and its filthy currencies. * [python-currencies](https://github.com/Alir3z4/python-currencies) - Display money format and its filthy currencies.
* [forex-python](https://github.com/MicroPyramid/forex-python) - Foreign exchange rates, Bitcoin price index and currency conversion. * [forex-python](https://github.com/MicroPyramid/forex-python) - Foreign exchange rates, Bitcoin price index and currency conversion.
* [shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. * [shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django.
## Editor Plugins and IDEs ## Editor Plugins and IDEs
@ -513,7 +513,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi.
* Vim * Vim
* [Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python. * [Jedi-vim](https://github.com/davidhalter/jedi-vim) - Vim bindings for the Jedi auto-completion library for Python.
* [Python-mode](https://github.com/klen/python-mode) - An all in one plugin for turning Vim into a Python IDE. * [Python-mode](https://github.com/python-mode/python-mode) - An all in one plugin for turning Vim into a Python IDE.
* [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python.
* Visual Studio * Visual Studio
* [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio.
@ -535,7 +535,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans. * [inbox.py](https://github.com/kennethreitz/inbox.py) - Python SMTP Server for Humans.
* [lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server. * [lamson](https://github.com/zedshaw/lamson) - Pythonic SMTP Application Server.
* [Marrow Mailer](https://github.com/marrow/mailer) - High-performance extensible mail delivery framework. * [Marrow Mailer](https://github.com/marrow/mailer) - High-performance extensible mail delivery framework.
* [modoboa](https://github.com/tonioo/modoboa) - A mail hosting and management platform including a modern and simplified Web UI. * [modoboa](https://github.com/modoboa/modoboa) - A mail hosting and management platform including a modern and simplified Web UI.
* [Nylas Sync Engine](https://github.com/nylas/sync-engine) - Providing a RESTful API on top of a powerful email sync platform. * [Nylas Sync Engine](https://github.com/nylas/sync-engine) - Providing a RESTful API on top of a powerful email sync platform.
* [yagmail](https://github.com/kootenpv/yagmail) - Yet another Gmail/SMTP client. * [yagmail](https://github.com/kootenpv/yagmail) - Yet another Gmail/SMTP client.
@ -545,7 +545,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Pipenv](https://github.com/kennethreitz/pipenv) - Sacred Marriage of Pipfile, Pip, & Virtualenv. * [Pipenv](https://github.com/kennethreitz/pipenv) - Sacred Marriage of Pipfile, Pip, & Virtualenv.
* [p](https://github.com/qw3rtman/p) - Dead simple interactive Python version management. * [p](https://github.com/qw3rtman/p) - Dead simple interactive Python version management.
* [pyenv](https://github.com/yyuu/pyenv) - Simple Python version management. * [pyenv](https://github.com/pyenv/pyenv) - Simple Python version management.
* [venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments. * [venv](https://docs.python.org/3/library/venv.html) - (Python standard library in Python 3.3+) Creating lightweight virtual environments.
* [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments. * [virtualenv](https://pypi.python.org/pypi/virtualenv) - A tool to create isolated Python environments.
* [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv. * [virtualenvwrapper](https://pypi.python.org/pypi/virtualenvwrapper) - A set of extensions to virtualenv.
@ -577,7 +577,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Deform](https://github.com/Pylons/deform) - Python HTML form generation library influenced by the formish form generation library. * [Deform](https://github.com/Pylons/deform) - Python HTML form generation library influenced by the formish form generation library.
* [django-bootstrap3](https://github.com/dyve/django-bootstrap3) - Bootstrap 3 integration with Django. * [django-bootstrap3](https://github.com/dyve/django-bootstrap3) - Bootstrap 3 integration with Django.
* [django-crispy-forms](https://github.com/maraujop/django-crispy-forms) - A Django app which lets you create beautiful forms in a very elegant and DRY way. * [django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - A Django app which lets you create beautiful forms in a very elegant and DRY way.
* [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer. * [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer.
* [WTForms](https://github.com/wtforms/wtforms) - A flexible forms validation and rendering library. * [WTForms](https://github.com/wtforms/wtforms) - A flexible forms validation and rendering library.
@ -600,13 +600,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS. * [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
* [pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python. * [pyglet](https://bitbucket.org/pyglet/pyglet/wiki/Home) - A cross-platform windowing and multimedia library for Python.
* [PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3) * [PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3)
* [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. * [PyQt](https://riverbankcomputing.com/software/pyqt/intro) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework, with support for both Qt v4 and Qt v5 frameworks.
* [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. * [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.
* [pywebview](https://github.com/r0x0r/pywebview/) - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window * [pywebview](https://github.com/r0x0r/pywebview/) - A lightweight cross-platform native wrapper around a webview component that allows to display HTML content in its own native dedicated window
* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. * [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package.
* [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. * [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit.
* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. * [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
* [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. * [wxPython](https://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python.
## Game Development ## Game Development
@ -617,7 +617,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. * [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. * [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D.
* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. * [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs.
* [PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. * [PySDL2](http://pysdl2.readthedocs.io/en/rel_0_9_5/) - A ctypes based wrapper for the SDL2 library.
* [RenPy](https://www.renpy.org/) - A Visual Novel engine. * [RenPy](https://www.renpy.org/) - A Visual Novel engine.
## Geolocation ## Geolocation
@ -644,7 +644,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML. * [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML.
* [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access. * [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access.
* [WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF. * [WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF.
* [xmldataset](https://xmldataset.readthedocs.io) - Simple XML Parsing. * [xmldataset](https://xmldataset.readthedocs.io/en/latest/) - Simple XML Parsing.
* [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. * [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON.
## HTTP ## HTTP
@ -722,7 +722,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Libraries for scheduling jobs.* *Libraries for scheduling jobs.*
* [APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions. * [APScheduler](http://apscheduler.readthedocs.io/en/latest/) - A light but powerful in-process task scheduler that lets you schedule functions.
* [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. * [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django.
* [doit](http://pydoit.org/) - A task runner and build tool. * [doit](http://pydoit.org/) - A task runner and build tool.
* [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. * [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface.
@ -730,13 +730,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Plan](https://github.com/fengsp/plan) - Writing crontab file in Python like a charm. * [Plan](https://github.com/fengsp/plan) - Writing crontab file in Python like a charm.
* [schedule](https://github.com/dbader/schedule) - Python job scheduling for humans. * [schedule](https://github.com/dbader/schedule) - Python job scheduling for humans.
* [Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python. * [Spiff](https://github.com/knipknap/SpiffWorkflow) - A powerful workflow engine implemented in pure Python.
* [TaskFlow](http://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable. * [TaskFlow](https://docs.openstack.org/developer/taskflow/) - A Python library that helps to make task execution easy, consistent and reliable.
## Logging ## Logging
*Libraries for generating and working with logs.* *Libraries for generating and working with logs.*
* [Eliot](https://github.com/ClusterHQ/eliot) - Logging for complex & distributed systems. * [Eliot](https://github.com/ScatterHQ/eliot) - Logging for complex & distributed systems.
* [logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python. * [logbook](http://logbook.readthedocs.io/en/stable/) - Logging replacement for Python.
* [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. * [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python.
* [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. * [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server.
@ -839,13 +839,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically.
* NoSQL Databases * NoSQL Databases
* [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend.
* [flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB. * [flywheel](https://github.com/stevearc/flywheel) - Object mapper for Amazon DynamoDB.
* [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis. * [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis.
* [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB.
* [PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). * [PynamoDB](https://github.com/pynamodb/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/).
* [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis.
* Others * Others
* [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. * [butterdb](https://github.com/terrible-ideas/butterdb) - A Python ORM for Google Drive Spreadsheets.
* [dataset](https://github.com/pudo/dataset) - A JSON-based database. * [dataset](https://github.com/pudo/dataset) - A JSON-based database.
## Package Management ## Package Management
@ -856,7 +856,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Python Package Index](https://pypi.python.org/pypi) * [Python Package Index](https://pypi.python.org/pypi)
* [conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager. * [conda](https://github.com/conda/conda/) - Cross-platform, Python-agnostic binary package manager.
* [Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages. * [Curdling](http://clarete.li/curdling/) - Curdling is a command line tool for managing Python packages.
* [pip-tools](https://github.com/nvie/pip-tools) - A set of tools to keep your pinned Python dependencies fresh. * [pip-tools](https://github.com/jazzband/pip-tools) - A set of tools to keep your pinned Python dependencies fresh.
* [wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. * [wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs.
## Package Repositories ## Package Repositories
@ -867,7 +867,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Warehouse](https://pypi.org/) * [Warehouse](https://pypi.org/)
* [bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA). * [bandersnatch](https://bitbucket.org/pypa/bandersnatch) - PyPI mirroring tool provided by Python Packaging Authority (PyPA).
* [devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool. * [devpi](http://doc.devpi.net/latest/) - PyPI server and packaging/testing/release tool.
* [localshop](https://github.com/mvantellingen/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi). * [localshop](https://github.com/jazzband/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi).
## Permissions ## Permissions
@ -882,7 +882,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Libraries for starting and communicating with OS processes.* *Libraries for starting and communicating with OS processes.*
* [envoy](https://github.com/kennethreitz/envoy) - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™. * [envoy](https://github.com/kennethreitz/envoy) - Python [subprocess](https://docs.python.org/2/library/subprocess.html) for Humans™.
* [sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess. * [sarge](http://sarge.readthedocs.io/en/latest/) - Yet another wrapper for subprocess.
* [sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. * [sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python.
## Queue ## Queue
@ -913,13 +913,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs. * [django-rest-framework](http://www.django-rest-framework.org/) - A powerful and flexible toolkit to build web APIs.
* [django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps. * [django-tastypie](http://tastypieapi.org/) - Creating delicious APIs for Django apps.
* Flask * Flask
* [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. * [eve](https://github.com/pyeve/eve) - REST API framework powered by Flask, MongoDB and good intentions.
* [flask-api-utils](https://github.com/marselester/flask-api-utils) - Taking care of API representation and authentication for Flask. * [flask-api-utils](https://github.com/marselester/flask-api-utils) - Taking care of API representation and authentication for Flask.
* [flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask. * [flask-api](http://www.flaskapi.org/) - Browsable Web APIs for Flask.
* [flask-restful](https://github.com/flask-restful/flask-restful) - Quickly building REST APIs for Flask. * [flask-restful](https://github.com/flask-restful/flask-restful) - Quickly building REST APIs for Flask.
* [flask-restless](https://github.com/jfinkels/flask-restless) - Generating RESTful APIs for database models defined with SQLAlchemy. * [flask-restless](https://github.com/jfinkels/flask-restless) - Generating RESTful APIs for database models defined with SQLAlchemy.
* Pyramid * Pyramid
* [cornice](https://github.com/mozilla-services/cornice) - A RESTful framework for Pyramid. * [cornice](https://github.com/Cornices/cornice) - A RESTful framework for Pyramid.
* Framework agnostic * Framework agnostic
* [falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends. * [falcon](http://falconframework.org/) - A high-performance framework for building cloud APIs and web app backends.
* [hug](https://github.com/timothycrosley/hug) - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation. * [hug](https://github.com/timothycrosley/hug) - A Python3 framework for cleanly exposing APIs over HTTP and the Command Line with automatic documentation and validation.
@ -948,11 +948,11 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [NIPY](http://nipy.org) - A collection of neuroimaging toolkits.
* [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python. * [NumPy](http://www.numpy.org/) - A fundamental package for scientific computing with Python.
* [Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data. * [Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data.
* [ObsPy](http://obspy.org) - A Python toolbox for seismology. * [ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology.
* [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion. * [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
* [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit. * [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit.
* [RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software. * [RDKit](http://www.rdkit.org/) - Cheminformatics and Machine Learning Software.
* [SciPy](http://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering. * [SciPy](https://www.scipy.org/) - A Python-based ecosystem of open-source software for mathematics, science, and engineering.
* [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. * [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python.
* [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. * [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics.
* [Zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. * [Zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library.
@ -965,10 +965,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django. * [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django.
* [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. * [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch.
* [elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). * [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).
* [esengine](https://github.com/catholabs/esengine) - ElasticSearch ODM (Object Document Mapper) for Python. * [esengine](https://github.com/seek-ai/esengine) - ElasticSearch ODM (Object Document Mapper) for Python.
* [pysolr](https://github.com/django-haystack/pysolr) - A lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness). * [pysolr](https://github.com/django-haystack/pysolr) - A lightweight Python wrapper for Apache Solr (incl. SolrCloud awareness).
* [solrpy](https://github.com/edsu/solrpy) - A Python client for [solr](http://lucene.apache.org/solr/). * [solrpy](https://github.com/edsu/solrpy) - A Python client for [solr](http://lucene.apache.org/solr/).
* [Whoosh](http://whoosh.readthedocs.io/) - A fast, pure Python search engine library. * [Whoosh](http://whoosh.readthedocs.io/en/latest/) - A fast, pure Python search engine library.
## Serialization ## Serialization
@ -992,13 +992,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML.
* Office * Office
* [Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets. * [Marmir](https://github.com/brianray/mm) - Takes Python data structures and turns them into spreadsheets.
* [openpyxl](https://openpyxl.readthedocs.io/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files. * [openpyxl](https://openpyxl.readthedocs.io/en/default/) - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
* [pyexcel](https://github.com/pyexcel/pyexcel) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files. * [pyexcel](https://github.com/pyexcel/pyexcel) - Providing one API for reading, manipulating and writing csv, ods, xls, xlsx and xlsm files.
* [python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files. * [python-docx](https://github.com/python-openxml/python-docx) - Reads, queries and modifies Microsoft Word 2007/2008 docx files.
* [relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. * [relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files.
* [unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice. * [unoconv](https://github.com/dagwieers/unoconv) - Convert between any document format supported by LibreOffice/OpenOffice.
* [XlsxWriter](https://xlsxwriter.readthedocs.io) - A Python module for creating Excel .xlsx files. * [XlsxWriter](https://xlsxwriter.readthedocs.io) - A Python module for creating Excel .xlsx files.
* [xlwings](http://xlwings.org/) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa. * [xlwings](https://www.xlwings.org) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
* [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files. * [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files.
* PDF * PDF
* [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents.
@ -1008,7 +1008,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown.
* [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown.
* YAML * YAML
* [PyYAML](http://pyyaml.org/) - YAML implementations for Python. * [PyYAML](http://lightspeed1.nsnet.net/access/web?id=c63aa53f-6bd5-11e7-8b13-00e0ed148814) - YAML implementations for Python.
* CSV * CSV
* [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV. * [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV.
* Archive * Archive
@ -1018,11 +1018,11 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* *Static site generator is a software that takes some text + templates as input and produces HTML files on the output.*
* [Cactus](https://github.com/koenbok/Cactus/) - Static site generator for designers. * [Cactus](https://github.com/eudicots/Cactus) - Static site generator for designers.
* [Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. * [Hyde](http://hyde.github.io/) - Jinja2-based static web site generator.
* [Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine. * [Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine.
* [Nikola](https://www.getnikola.com/) - A static website and blog generator. * [Nikola](https://www.getnikola.com/) - A static website and blog generator.
* [Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. * [Pelican](https://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL.
* [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. * [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx.
## Tagging ## Tagging
@ -1048,12 +1048,12 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. * [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD.
* [nose](https://github.com/nose-devs/nose) - A nicer unittest for Python. * [nose](https://github.com/nose-devs/nose) - A nicer unittest for Python.
* [nose2](https://github.com/nose-devs/nose2) - The successor to nose, based on unittest2. * [nose2](https://github.com/nose-devs/nose2) - The successor to nose, based on unittest2.
* [pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. * [pytest](https://docs.pytest.org/latest/) - A mature full-featured Python testing tool.
* [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework.
* [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework.
* Test Runners * Test Runners
* [green](https://github.com/CleanCut/green) - A clean, colorful test runner. * [green](https://github.com/CleanCut/green) - A clean, colorful test runner.
* [tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions * [tox](https://tox.readthedocs.io/en/latest/) - Auto builds and tests distributions in multiple Python versions
* GUI / Web Testing * GUI / Web Testing
* [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python.
* [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. * [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings.
@ -1069,13 +1069,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library. * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library.
* [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests. * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests.
* Object Factories * Object Factories
* [factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python. * [factory_boy](https://github.com/FactoryBoy/factory_boy) - A test fixtures replacement for Python.
* [mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc. * [mixer](https://github.com/klen/mixer) - Another fixtures replacement. Supported Django, Flask, SQLAlchemy, Peewee and etc.
* [model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django. * [model_mommy](https://github.com/vandersonmota/model_mommy) - Creating random fixtures for testing in Django.
* Code Coverage * Code Coverage
* [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement.
* Fake Data * Fake Data
* [church](https://github.com/lk-geimfari/church) - is a Python library that help you generate fake data. * [church](https://github.com/lk-geimfari/mimesis) - is a Python library that help you generate fake data.
* [fake2db](https://github.com/emirozer/fake2db) - Fake database generator. * [fake2db](https://github.com/emirozer/fake2db) - Fake database generator.
* [faker](https://github.com/joke2k/faker) - A Python package that generates fake data. * [faker](https://github.com/joke2k/faker) - A Python package that generates fake data.
* [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. * [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time.
@ -1094,7 +1094,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity.
* [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics. * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics.
* [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python. * [pyfiglet](https://github.com/pwaller/pyfiglet) - An implementation of figlet written in Python.
* [shortuuid](https://github.com/stochastic-technologies/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs. * [shortuuid](https://github.com/skorokithakis/shortuuid) - A generator library for concise, unambiguous and URL-safe UUIDs.
* [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text. * [unidecode](https://pypi.python.org/pypi/Unidecode) - ASCII transliterations of Unicode text.
* [uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string. * [uniout](https://github.com/moskytw/uniout) - Print readable chars instead of the escaped string.
* [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音). * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音).
@ -1106,7 +1106,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers. * [phonenumbers](https://github.com/daviddrysdale/python-phonenumbers) - Parsing, formatting, storing and validating international phone numbers.
* [PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python * [PLY](http://www.dabeaz.com/ply/) - Implementation of lex and yacc parsing tools for Python
* [Pygments](http://pygments.org/) - A generic syntax highlighter. * [Pygments](http://pygments.org/) - A generic syntax highlighter.
* [pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. * [pyparsing](https://session.wikispaces.com/1/auth/auth?authToken=04a694af95b643a06fcf5716ded01a5f3) - A general purpose framework for generating parsers.
* [python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components. * [python-nameparser](https://github.com/derek73/python-nameparser) - Parsing human names into their individual components.
* [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser. * [python-user-agents](https://github.com/selwin/python-user-agents) - Browser user agent parser.
* [sqlparse](https://github.com/andialbrecht/sqlparse) - A non-validating SQL parser. * [sqlparse](https://github.com/andialbrecht/sqlparse) - A non-validating SQL parser.
@ -1117,7 +1117,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds.
* [boto3](https://github.com/boto/boto3) - Python interface to Amazon Web Services. * [boto3](https://github.com/boto/boto3) - Python interface to Amazon Web Services.
* [django-wordpress](https://github.com/sunlightlabs/django-wordpress/) - WordPress models and views for Django. * [django-wordpress](https://github.com/istrategylabs/django-wordpress) - WordPress models and views for Django.
* [facebook-sdk](https://github.com/mobolic/facebook-sdk) - Facebook Platform Python SDK. * [facebook-sdk](https://github.com/mobolic/facebook-sdk) - Facebook Platform Python SDK.
* [facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API * [facepy](https://github.com/jgorset/facepy) - Facepy makes it really easy to interact with Facebook's Graph API
* [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail. * [gmail](https://github.com/charlierguo/gmail) - A Pythonic interface for Gmail.
@ -1151,10 +1151,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. * [gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C.
* [meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. * [meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C.
* [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast. * [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast.
* [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [paste](https://web.archive.org/web/http%3A//pythonpaste.org/) - Multi-threaded, stable, tried and tested.
* [rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. * [rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded.
* [uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C. * [uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C.
* [waitress](https://waitress.readthedocs.io/) - Multi-threaded, powers Pyramid. * [waitress](https://waitress.readthedocs.io/en/latest/) - Multi-threaded, powers Pyramid.
* [Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects. * [Werkzeug](http://werkzeug.pocoo.org/) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
## Web Content Extracting ## Web Content Extracting
@ -1185,19 +1185,19 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. * [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy.
* [pyspider](https://github.com/binux/pyspider) - A powerful spider system. * [pyspider](https://github.com/binux/pyspider) - A powerful spider system.
* [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser. * [RoboBrowser](https://github.com/jmcarp/robobrowser) - A simple, Pythonic library for browsing the web without a standalone web browser.
* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. * [Scrapy](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework.
## Web Frameworks ## Web Frameworks
*Full stack web frameworks.* *Full stack web frameworks.*
* [Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework. * [Bottle](http://bottlepy.org/docs/dev/index.html) - A fast, simple and lightweight WSGI micro web-framework.
* [CherryPy](http://www.cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled. * [CherryPy](http://cherrypy.org/) - A minimalist Python web framework, HTTP/1.1-compliant and WSGI thread-pooled.
* [Django](https://www.djangoproject.com/) - The most popular web framework in Python. * [Django](https://www.djangoproject.com/) - The most popular web framework in Python.
* [awesome-django](https://github.com/rosarior/awesome-django) * [awesome-django](https://github.com/rosarior/awesome-django)
* [Flask](http://flask.pocoo.org/) - A microframework for Python. * [Flask](http://flask.pocoo.org/) - A microframework for Python.
* [awesome-flask](https://github.com/humiaozuzu/awesome-flask) * [awesome-flask](https://github.com/humiaozuzu/awesome-flask)
* [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. * [Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
* [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid)
* [Sanic](https://github.com/channelcat/sanic) - Web server that's written to go fast. * [Sanic](https://github.com/channelcat/sanic) - Web server that's written to go fast.
* [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. * [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library.
@ -1225,7 +1225,7 @@ Online tools and APIs to simplify development.
* [CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only) * [CircleCI](https://circleci.com/) - A CI service that can run very fast parallel testing. (GitHub only)
* [Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only) * [Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (GitHub only)
* [Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model. * [Vexor CI](https://vexor.io) - A continuous integration tool for private apps with pay-per-minute billing model.
* [Wercker](http://wercker.com/) - A Docker-based platform for building and deploying applications and microservices. * [Wercker](http://www.wercker.com/) - A Docker-based platform for building and deploying applications and microservices.
## Code Quality ## Code Quality
@ -1240,7 +1240,7 @@ Where to discover new Python libraries.
## Podcasts ## Podcasts
* [Podcast.init](http://podcastinit.com/) * [Podcast.init](https://podcastinit.com/)
* [Talk Python To Me](https://talkpython.fm/) * [Talk Python To Me](https://talkpython.fm/)
* [Python Bytes](https://pythonbytes.fm) * [Python Bytes](https://pythonbytes.fm)
@ -1260,19 +1260,19 @@ Where to discover new Python libraries.
* [/r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/) * [/r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/)
* [/r/Python](https://www.reddit.com/r/python) * [/r/Python](https://www.reddit.com/r/python)
* [Awesome Python @LibHunt](http://python.libhunt.com) * [Awesome Python @LibHunt](https://python.libhunt.com/)
* [Django Packages](https://www.djangopackages.com/) * [Django Packages](https://djangopackages.org/)
* [Full Stack Python](https://www.fullstackpython.com/) * [Full Stack Python](https://www.fullstackpython.com/)
* [PyPI Ranking](http://pypi-ranking.info/alltime) * [PyPI Ranking](http://pypi-ranking.info/alltime)
* [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) * [Python 3 Wall of Superpowers](http://lightspeed1.nsnet.net/access/web?id=cbe89cb8-6bd5-11e7-8b13-00e0ed148814)
* [Python Hackers](http://pythonhackers.com/open-source/) * [Python Hackers](http://www.oss.io/open-source/)
* [Python ZEEF](https://python.zeef.com/alan.richmond) * [Python ZEEF](https://python.zeef.com/alan.richmond)
* [Python 开发社区](http://python.ctolib.com) * [Python 开发社区](https://www.ctolib.com/python/)
* [Trending Python repositories on GitHub today](https://github.com/trending?l=python) * [Trending Python repositories on GitHub today](https://github.com/trending?l=python)
## Weekly ## Weekly
* [CodeTengu Weekly](http://weekly.codetengu.com/) * [CodeTengu Weekly](https://weekly.codetengu.com/)
* [Import Python Newsletter](http://importpython.com/newsletter/) * [Import Python Newsletter](http://importpython.com/newsletter/)
* [Pycoder's Weekly](http://pycoders.com/) * [Pycoder's Weekly](http://pycoders.com/)
* [Python Weekly](http://www.pythonweekly.com/) * [Python Weekly](http://www.pythonweekly.com/)