From f41b3845134884597002b44773546644f9a9ec49 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ionel=20Cristian=20M=C4=83rie=C8=99?= Date: Sat, 20 Jun 2015 18:28:02 +0300 Subject: [PATCH 01/62] Add few more debugging tools. --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index d2454d9f..d2a5cc8d 100644 --- a/README.md +++ b/README.md @@ -890,6 +890,9 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [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. * [pyelftools](https://github.com/eliben/pyelftools) - A pure-Python library for parsing and analyzing ELF files and DWARF debugging information. +* [manhole](https://github.com/ionelmc/python-manhole) - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. +* [hunter](https://github.com/ionelmc/python-hunter) - Hunter is a flexible code tracing toolkit. +* [remote-pdb](https://github.com/ionelmc/python-remote-pdb) - Remote vanilla PDB (over TCP sockets). ## Science and Data Analysis From 3b0d0362f6ac34e4e857a13820de38a96aa663cb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Se=CC=81bastien=20Eustace?= Date: Fri, 22 Jan 2016 17:01:12 -0500 Subject: [PATCH 02/62] Adding Orator ORM --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3a6913df..88c281ac 100644 --- a/README.md +++ b/README.md @@ -427,6 +427,7 @@ A curated list of awesome Python frameworks, libraries and software. Inspired by * [Peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. * [PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. + * [Orator](https://orator-orm.com) - The Orator ORM provides a simple yet beautiful ActiveRecord implementation. * NoSQL Databases * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. * [PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). From 94162133c4ceaea416cbf3eba7ce5e8394da2c64 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Se=CC=81bastien=20Eustace?= Date: Tue, 16 Aug 2016 09:51:41 -0500 Subject: [PATCH 03/62] Adds Pendulum to Date and Time libraries --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 0f2b89c3..f468198e 100644 --- a/README.md +++ b/README.md @@ -184,6 +184,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PyTime](https://github.com/shinux/PyTime) - A easy-use Python module which aims to operate date/time/datetime by string. * [pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. +* [Pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. ## Text Processing From 3937a840766d0d26aa5c3153510a770a5026ced1 Mon Sep 17 00:00:00 2001 From: Yan Anisimov Date: Thu, 8 Sep 2016 10:01:43 +0500 Subject: [PATCH 04/62] Update README.md Append a database for lazy people. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index fcf7c395..4cd2e797 100644 --- a/README.md +++ b/README.md @@ -395,6 +395,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. * [TinyDB](https://github.com/msiemens/tinydb) - A tiny, document-oriented database. * [ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database. +* [dataset](https://github.com/pudo/dataset) - A JSON-based database. ## Database Drivers From 3a31465d9a08442ac5cb589f63d233f825070b7f Mon Sep 17 00:00:00 2001 From: tylerlaberge Date: Fri, 16 Sep 2016 07:19:35 -0400 Subject: [PATCH 05/62] added PyPattyrn to design patterns section. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index c1331049..23eeb233 100644 --- a/README.md +++ b/README.md @@ -1153,6 +1153,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. * [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. +* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - Design Pattern Templates for Python. ## Editor Plugins From d924cfce2a93aa1ad6267a093eac30f75792f850 Mon Sep 17 00:00:00 2001 From: Kyle Maxwell Date: Mon, 17 Oct 2016 00:58:34 -0500 Subject: [PATCH 06/62] Fix minor typo "poweres" is not a word --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 035f3cdf..df089eeb 100644 --- a/README.md +++ b/README.md @@ -806,7 +806,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast. * [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. * [rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. -* [waitress](https://waitress.readthedocs.io/) - Multi-threaded, poweres Pyramid. +* [waitress](https://waitress.readthedocs.io/) - 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. ## RPC Servers From bd44d187ef09925de426e58a40999a96742c5a03 Mon Sep 17 00:00:00 2001 From: David Bothe Date: Wed, 19 Oct 2016 15:45:34 +0200 Subject: [PATCH 07/62] Updating pagan description Proposing to update the pagan description, the previous version had grammar issues. Focused on the functionality rather than the name. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index df089eeb..0b1af648 100644 --- a/README.md +++ b/README.md @@ -320,7 +320,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for manipulating images.* -* [pagan](https://github.com/daboth/pagan) - is avatar generator for absolute nerds. +* [pagan](https://github.com/daboth/pagan) - Retro identicon (Avatar) generation based on input string and hash. * [pillow](https://github.com/python-pillow/Pillow) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. * [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. * [imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. From a3adcdb118eb28e6baad8e37367b319914a8b3bd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Se=CC=81bastien=20Eustace?= Date: Thu, 20 Oct 2016 15:11:46 -0500 Subject: [PATCH 08/62] Change list order --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index f468198e..19842201 100644 --- a/README.md +++ b/README.md @@ -176,6 +176,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for working with dates and times.* +* [Pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. * [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. * [Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates. * [dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. @@ -184,7 +185,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PyTime](https://github.com/shinux/PyTime) - A easy-use Python module which aims to operate date/time/datetime by string. * [pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. * [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. -* [Pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. ## Text Processing From 4afe8cc53957d1a61263691c20f462fd8beba5d3 Mon Sep 17 00:00:00 2001 From: ctolib Date: Fri, 21 Oct 2016 17:04:12 +0800 Subject: [PATCH 09/62] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 93be1b4b..80b49569 100644 --- a/README.md +++ b/README.md @@ -1218,7 +1218,7 @@ Where to discover new Python libraries. * [Trending Python repositories on GitHub today](https://github.com/trending?l=python) * [PyPI Ranking](http://pypi-ranking.info/alltime) * [Awesome Python @LibHunt](http://python.libhunt.com) - +* [Python开发社区](http://python.ctolib.com) ## Weekly * [CodeTengu Weekly](http://weekly.codetengu.com/) From a7869ddc2da66cfc550f0407cb963cf93fe3c5da Mon Sep 17 00:00:00 2001 From: "thinwybk (there is no way back)" Date: Fri, 21 Oct 2016 17:17:33 +0200 Subject: [PATCH 10/62] add: implementations of python "Psyco" and "Unladen Swallow" not added, because seemed deprecated --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index 93be1b4b..b5742867 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,7 @@ A curated list of awesome Python frameworks, libraries, software and resources. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) + - [Implementations](#implementations) - [Environment Management](#environment-management) - [Package Management](#package-management) - [Package Repositories](#package-repositories) @@ -100,6 +101,19 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - - - +## Implementations + +*Implementations of Python.* + +* [CLPython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp. +* [CPython](https://hg.python.org/cpython) - **Default, most widely used implementation of the Python programming language written in C.** +* [IronPython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono. +* [Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the Java virtual machine (JVM). +* [MicroPython](https://github.com/micropython/micropython) - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems +* [PyPy](https://bitbucket.org/pypy/pypy) - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. +* [PySec](https://github.com/ebranca/owasp-pysec) - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations. +* [Stackless Python](https://bitbucket.org/stackless-dev/stackless/wiki/Home) - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads. + ## Environment Management *Libraries for Python version and environment management.* From 988446671b267e2bc8b5f927eaa75521deffd01f Mon Sep 17 00:00:00 2001 From: Eric Wang Date: Sun, 30 Oct 2016 14:58:50 -0700 Subject: [PATCH 11/62] Fix minor en dash/hyphen inconsistencies --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 93be1b4b..e8a373dd 100644 --- a/README.md +++ b/README.md @@ -156,8 +156,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Interactive Python interpreters (REPL).* -* [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. -* [bpython](https://github.com/bpython/bpython) – A fancy interface to the Python interpreter. +* [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. +* [bpython](https://github.com/bpython/bpython) - A fancy interface to the Python interpreter. * [ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). ## Files @@ -742,7 +742,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies. * [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. * [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. -* [Grappelli](http://grappelliproject.com) – A jazzy skin for the Django Admin-Interface. +* [Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface. * [Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. ## Static Site Generator @@ -750,7 +750,7 @@ 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.* * [Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. -* [Cactus](https://github.com/koenbok/Cactus/) – Static site generator for designers. +* [Cactus](https://github.com/koenbok/Cactus/) - Static site generator for designers. * [Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. * [Nikola](https://www.getnikola.com/) - A static website and blog generator. * [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. @@ -929,7 +929,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * Debugger * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). - * [pudb](https://pypi.python.org/pypi/pudb) – A full-screen, console-based Python debugger. + * [pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. * [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. * [winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. From 008defbe6732d581f74e59dc6c5c730b9c61efff Mon Sep 17 00:00:00 2001 From: Yan Anisimov Date: Thu, 3 Nov 2016 21:19:35 +0500 Subject: [PATCH 12/62] Update README.md Move dataset from database to orm --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 4cd2e797..3f4119cc 100644 --- a/README.md +++ b/README.md @@ -395,7 +395,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PipelineDB](https://www.pipelinedb.com/) - The Streaming SQL Database. * [TinyDB](https://github.com/msiemens/tinydb) - A tiny, document-oriented database. * [ZODB](http://www.zodb.org/en/latest/) - A native object database for Python. A key-value and object graph database. -* [dataset](https://github.com/pudo/dataset) - A JSON-based database. + ## Database Drivers @@ -445,6 +445,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. * Others * [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. + * [dataset](https://github.com/pudo/dataset) - A JSON-based database. ## Web Frameworks From 83867dfbf2a4beb425eb7b1a919469cc8fb49845 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sun, 6 Nov 2016 16:05:46 +0800 Subject: [PATCH 13/62] refine --- README.md | 84 ++++++++++++++++++++++++++++++------------------------- 1 file changed, 46 insertions(+), 38 deletions(-) diff --git a/README.md b/README.md index ea0ad533..88dbfc7d 100644 --- a/README.md +++ b/README.md @@ -68,10 +68,12 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Testing](#testing) - [Code Analysis and Linter](#code-analysis-and-linter) - [Debugging Tools](#debugging-tools) - - [Science and Data Analysis](#science-and-data-analysis) + - [Science](#science) + - [Data Analysis](#data-analysis) - [Data Visualization](#data-visualization) - - [Computer Vision](#computer-vision) - [Machine Learning](#machine-learning) + - [Deep Learning](#deep-learning) + - [Computer Vision](#computer-vision) - [Functional Programming](#functional-programming) - [MapReduce](#mapreduce) - [Third-party APIs](#third-party-apis) @@ -946,48 +948,71 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. -## Science and Data Analysis +## Science -*Libraries for scientific computing and data analyzing.* +*Libraries for scientific computing.* * [astropy](http://www.astropy.org/) - A community Python library for Astronomy. * [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. * [bccb](https://github.com/chapmanb/bcbb) - Collection of useful code related to biological analysis. * [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. -* [blaze](https://github.com/blaze/blaze) - NumPy and Pandas interface to Big Data. * [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. * [NetworkX](https://networkx.github.io/) - A high-productivity software for complex networks. -* [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. * [NIPY](http://nipy.org) - A collection of neuroimaging toolkits. -* [Numba](http://numba.pydata.org/) - Python JIT (just in time) complier to LLVM aimed at scientific Python by the developers of Cython and NumPy. * [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 Mining](https://github.com/mining/mining) - Business Intelligence (BI) in Python (Pandas web interface) -* [orange](http://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or Python scripting. -* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools. * [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. * [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit. * [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. * [statsmodels](https://github.com/statsmodels/statsmodels) - Statistical modeling and econometrics in Python. * [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. -* [zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. +* [Zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. + +## Data Analysis + +*Libraries for data analyzing.* + +* [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. +* [Orange](http://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. ## Data Visualization *Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* -* [matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting 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. * [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. -* [plotly](https://plot.ly/python/) - Collaborative web plotting for Python and matplotlib. -* [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/). +* [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. +* [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/). * [PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [SnakeViz](http://jiffyclub.github.io/snakeviz/) - A browser based graphical viewer for the output of Python's cProfile module. -* [seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using matplotlib. -* [vincent](https://github.com/wrobstory/vincent) - A Python to Vega translator. -* [VisPy](http://vispy.org/) - High-performance scientific visualization based on OpenGL. +* [Seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using Matplotlib. +* [VisPy](https://github.com/vispy/vispy) - High-performance scientific visualization based on OpenGL. + +## Machine Learning + +*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* + +* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. +* [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. +* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. +* [pattern](https://github.com/clips/pattern) - Web mining module for Python. +* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. +* [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). + +## Deep Learning + +*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* + +* [Caffe](https://github.com/BVLC/caffe) - A fast open framework for deep learning.. +* [Keras](https://github.com/fchollet/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. +* [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. +* [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation. ## Computer Vision @@ -996,24 +1021,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [OpenCV](http://opencv.org/) - Open Source Computer Vision Library. * [SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. -## Machine Learning - -*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* - -* [Crab](https://github.com/muricoca/crab) - A flexible, fast recommender engine. -* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. -* [hebel](https://github.com/hannes-brt/hebel) - GPU-Accelerated Deep Learning Library in Python. -* [Keras](https://keras.io/) - a minimalist, highly modular neural networks library, capable of running on top of either [TensorFlow](https://github.com/tensorflow/tensorflow) or [Theano](http://deeplearning.net/software/theano/). -* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [pattern](https://github.com/clips/pattern) - Web mining module for Python. -* [PyBrain](https://github.com/pybrain/pybrain) - Another Python Machine Learning Library. -* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [python-recsys](https://github.com/ocelma/python-recsys) - A Python library for implementing a Recommender System. -* [scikit-learn](http://scikit-learn.org/) - A Python module for machine learning built on top of SciPy. -* [pydeep](https://github.com/andersbll/deeppy) - Deep learning in python -* [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [skflow](https://github.com/tensorflow/skflow) - A simplified interface for [TensorFlow](https://github.com/tensorflow/tensorflow) (mimicking scikit-learn). - ## MapReduce *Frameworks and libraries for MapReduce.* @@ -1099,6 +1106,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for making Python faster.* * [Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. +* [Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. * [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. * [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. * [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. From 2b3e42782786cdf1ac353a904e0eb4c4076a3d47 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sun, 6 Nov 2016 16:12:37 +0800 Subject: [PATCH 14/62] refine words --- README.md | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/README.md b/README.md index 88dbfc7d..cec3e070 100644 --- a/README.md +++ b/README.md @@ -74,8 +74,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Machine Learning](#machine-learning) - [Deep Learning](#deep-learning) - [Computer Vision](#computer-vision) - - [Functional Programming](#functional-programming) - [MapReduce](#mapreduce) + - [Functional Programming](#functional-programming) - [Third-party APIs](#third-party-apis) - [DevOps Tools](#devops-tools) - [ChatOps Tools](#chatops-tools) @@ -953,7 +953,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for scientific computing.* * [astropy](http://www.astropy.org/) - A community Python library for Astronomy. -* [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis. +* [bcbio-nextgen](https://github.com/chapmanb/bcbio-nextgen) - Providing best-practice pipelines for fully automated high throughput sequencing analysis. * [bccb](https://github.com/chapmanb/bcbb) - Collection of useful code related to biological analysis. * [Biopython](http://biopython.org/wiki/Main_Page) - Biopython is a set of freely available tools for biological computation. * [cclib](http://cclib.github.io/) - A library for parsing and interpreting the results of computational chemistry packages. @@ -961,7 +961,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [NIPY](http://nipy.org) - A collection of neuroimaging toolkits. * [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. -* [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. +* [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. * [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. @@ -973,7 +973,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for data analyzing.* -* [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. * [Orange](http://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. From a28f9f72ee76b4df5fa91b9e910b39bb5dcac624 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sun, 6 Nov 2016 16:23:34 +0800 Subject: [PATCH 15/62] remove web.py and web2py --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index cec3e070..4b8b1300 100644 --- a/README.md +++ b/README.md @@ -464,8 +464,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [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. * [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. -* [web.py](http://webpy.org/) - A web framework for Python that is as simple as it is powerful. -* [web2py](http://www.web2py.com) - A full stack web framework and platform focused in the ease of use. * [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. ## Serverless Frameworks From 4c9ca9c9ed2c75bb43236dabcb37257799dc30b1 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sun, 6 Nov 2016 19:14:44 +0800 Subject: [PATCH 16/62] remove duplicate item: pattern --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 4b8b1300..c6701017 100644 --- a/README.md +++ b/README.md @@ -997,7 +997,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. * [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [pattern](https://github.com/clips/pattern) - Web mining module for Python. * [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). * [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). From d3e460f5fd9a781ba3ae3ede206d0127df6a255c Mon Sep 17 00:00:00 2001 From: ctolib Date: Tue, 8 Nov 2016 17:13:10 +0800 Subject: [PATCH 17/62] Update README.md --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 80b49569..df1d65b3 100644 --- a/README.md +++ b/README.md @@ -1218,7 +1218,8 @@ Where to discover new Python libraries. * [Trending Python repositories on GitHub today](https://github.com/trending?l=python) * [PyPI Ranking](http://pypi-ranking.info/alltime) * [Awesome Python @LibHunt](http://python.libhunt.com) -* [Python开发社区](http://python.ctolib.com) +* [Python 开发社区](http://python.ctolib.com) + ## Weekly * [CodeTengu Weekly](http://weekly.codetengu.com/) From ebab050c3bda18f9293d41a1fa6e46633fe4a7d9 Mon Sep 17 00:00:00 2001 From: Ahmed Abdelaal Date: Fri, 11 Nov 2016 16:45:39 +0300 Subject: [PATCH 18/62] Update sort.py --- sort.py | 47 ++++++++++++++++++++++------------------------- 1 file changed, 22 insertions(+), 25 deletions(-) diff --git a/sort.py b/sort.py index d8091009..0c341a78 100644 --- a/sort.py +++ b/sort.py @@ -15,35 +15,32 @@ def main(): - # First, we load the current README into memory as an array of lines + # First, we load the current README into memory with open('README.md', 'r') as read_me_file: - read_me = read_me_file.readlines() - - # Then we cluster the lines together as blocks - # Each block represents a collection of lines that should be sorted - # This was done by assuming only links ([...](...)) are meant to be sorted - # Clustering is done by indentation - blocks = [] - last_indent = None - for line in read_me: - s_line = line.lstrip() - indent = len(line) - len(s_line) - - if any([s_line.startswith(s) for s in ['* [', '- [']]): - if indent == last_indent: - blocks[-1].append(line) - else: - blocks.append([line]) - last_indent = indent + read_me = read_me_file.read() + + # Separating the 'table of contents' from the contents (blocks) + table_of_contents = ''.join(read_me.split('- - -')[0]) + blocks = ''.join(read_me.split('- - -')[1]).split('\n# ') + for i in range(len(blocks)): + if i == 0: + blocks[i] = blocks[i]+'\n' else: - blocks.append([line]) - last_indent = None + blocks[i] = '#' + blocks[i]+'\n' + + # Sorting the libraries + inner_blocks = sorted(blocks[0].split('##')) + for i in range(1 , len(inner_blocks)): + if inner_blocks[i][0] != '#': + inner_blocks[i]='##'+inner_blocks[i] + inner_blocks=''.join(inner_blocks) + # Replacing the non-sorted libraries by the sorted ones and gathering all at the final_README file + blocks[0] = inner_blocks + final_README = table_of_contents + '- - -'+ ''.join(blocks) + with open('README.md', 'w+') as sorted_file: - # Then all of the blocks are sorted individually - blocks = [''.join(sorted(block, key=lambda s: s.lower())) for block in blocks] - # And the result is written back to README.md - sorted_file.write(''.join(blocks)) + sorted_file.write(final_README) if __name__ == "__main__": From 53cc1fafd01bc47ae76b1e42e5b8c81237f4f5a0 Mon Sep 17 00:00:00 2001 From: Ahmed Abdelaal Date: Fri, 11 Nov 2016 17:57:50 +0300 Subject: [PATCH 19/62] Update sort.py --- sort.py | 38 +++++++++++++++++++++++++++++++++++--- 1 file changed, 35 insertions(+), 3 deletions(-) diff --git a/sort.py b/sort.py index 0c341a78..26198d6a 100644 --- a/sort.py +++ b/sort.py @@ -12,9 +12,7 @@ This could be extended by having nested blocks, sorting them recursively and flattening the end structure into a list of lines. Revision 2 maybe ^.^. """ - - -def main(): +def sort_blocks(): # First, we load the current README into memory with open('README.md', 'r') as read_me_file: read_me = read_me_file.read() @@ -42,6 +40,40 @@ def main(): with open('README.md', 'w+') as sorted_file: sorted_file.write(final_README) +def main(): + # First, we load the current README into memory as an array of lines + with open('README.md', 'r') as read_me_file: + read_me = read_me_file.readlines() + + # Then we cluster the lines together as blocks + # Each block represents a collection of lines that should be sorted + # This was done by assuming only links ([...](...)) are meant to be sorted + # Clustering is done by indentation + blocks = [] + last_indent = None + for line in read_me: + s_line = line.lstrip() + indent = len(line) - len(s_line) + + if any([s_line.startswith(s) for s in ['* [', '- [']]): + if indent == last_indent: + blocks[-1].append(line) + else: + blocks.append([line]) + last_indent = indent + else: + blocks.append([line]) + last_indent = None + + with open('README.md', 'w+') as sorted_file: + # Then all of the blocks are sorted individually + blocks = [''.join(sorted(block, key=lambda s: s.lower())) for block in blocks] + # And the result is written back to README.md + sorted_file.write(''.join(blocks)) + + # Then we call the sorting method + sort_blocks() + if __name__ == "__main__": main() From 3a3a01150da14463222ecc9b5bb52221c314e1a0 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sat, 12 Nov 2016 22:26:46 +0800 Subject: [PATCH 20/62] fix sort.py --- sort.py | 21 +++++++++++---------- 1 file changed, 11 insertions(+), 10 deletions(-) diff --git a/sort.py b/sort.py index 26198d6a..d646c3fa 100644 --- a/sort.py +++ b/sort.py @@ -12,31 +12,32 @@ This could be extended by having nested blocks, sorting them recursively and flattening the end structure into a list of lines. Revision 2 maybe ^.^. """ + def sort_blocks(): # First, we load the current README into memory with open('README.md', 'r') as read_me_file: read_me = read_me_file.read() - + # Separating the 'table of contents' from the contents (blocks) table_of_contents = ''.join(read_me.split('- - -')[0]) blocks = ''.join(read_me.split('- - -')[1]).split('\n# ') for i in range(len(blocks)): if i == 0: - blocks[i] = blocks[i]+'\n' + blocks[i] = blocks[i] + '\n' else: - blocks[i] = '#' + blocks[i]+'\n' - - # Sorting the libraries + blocks[i] = '# ' + blocks[i] + '\n' + + # Sorting the libraries inner_blocks = sorted(blocks[0].split('##')) for i in range(1 , len(inner_blocks)): if inner_blocks[i][0] != '#': - inner_blocks[i]='##'+inner_blocks[i] + inner_blocks[i] = '##' + inner_blocks[i] inner_blocks=''.join(inner_blocks) # Replacing the non-sorted libraries by the sorted ones and gathering all at the final_README file blocks[0] = inner_blocks - final_README = table_of_contents + '- - -'+ ''.join(blocks) - + final_README = table_of_contents + '- - -' + ''.join(blocks) + with open('README.md', 'w+') as sorted_file: sorted_file.write(final_README) @@ -70,10 +71,10 @@ def main(): blocks = [''.join(sorted(block, key=lambda s: s.lower())) for block in blocks] # And the result is written back to README.md sorted_file.write(''.join(blocks)) - + # Then we call the sorting method sort_blocks() - + if __name__ == "__main__": main() From f1e8cc88e382a8495a76a7a77449003dbc4fd2fc Mon Sep 17 00:00:00 2001 From: Vinta Date: Sat, 12 Nov 2016 22:27:45 +0800 Subject: [PATCH 21/62] sort README by alphabetical order --- README.md | 1735 ++++++++++++++++++++++++++--------------------------- 1 file changed, 861 insertions(+), 874 deletions(-) diff --git a/README.md b/README.md index 27584280..5db01c2e 100644 --- a/README.md +++ b/README.md @@ -5,280 +5,240 @@ A curated list of awesome Python frameworks, libraries, software and resources. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) + - [Admin Panels](#admin-panels) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [Anti-spam](#anti-spam) + - [Asset Management](#asset-management) + - [Audio](#audio) + - [Authentication](#authentication) + - [Build Tools](#build-tools) + - [Caching](#caching) + - [ChatOps Tools](#chatops-tools) + - [CMS](#cms) + - [Code Analysis and Linter](#code-analysis-and-linter) + - [Command-line Tools](#command-line-tools) + - [Compatibility](#compatibility) + - [Computer Vision](#computer-vision) + - [Concurrency and Parallelism](#concurrency-and-parallelism) + - [Configuration](#configuration) + - [Cryptography](#cryptography) + - [Data Analysis](#data-analysis) + - [Data Validation](#data-validation) + - [Data Visualization](#data-visualization) + - [Database Drivers](#database-drivers) + - [Database](#database) + - [Date and Time](#date-and-time) + - [Debugging Tools](#debugging-tools) + - [Deep Learning](#deep-learning) + - [DevOps Tools](#devops-tools) + - [Distribution](#distribution) + - [Documentation](#documentation) + - [Downloader](#downloader) + - [E-commerce](#e-commerce) + - [Editor Plugins and IDEs](#editor-plugins-and-ides) + - [Email](#email) - [Environment Management](#environment-management) + - [Files](#files) + - [Foreign Function Interface](#foreign-function-interface) + - [Forms](#forms) + - [Functional Programming](#functional-programming) + - [Game Development](#game-development) + - [Geolocation](#geolocation) + - [GUI](#gui) + - [Hardware](#hardware) + - [High Performance](#high-performance) + - [HTML Manipulation](#html-manipulation) + - [HTTP](#http) + - [Imagery](#imagery) + - [Interactive Interpreter](#interactive-interpreter) + - [Internationalization](#internationalization) + - [Job Scheduler](#job-scheduler) + - [Logging](#logging) + - [Machine Learning](#machine-learning) + - [MapReduce](#mapreduce) + - [Miscellaneous](#miscellaneous) + - [Natural Language Processing](#natural-language-processing) + - [Network Virtualization](#network-virtualization-and-sdn) + - [Networking](#networking) + - [News Feed](#news-feed) + - [ORM](#orm) - [Package Management](#package-management) - [Package Repositories](#package-repositories) - - [Distribution](#distribution) - - [Build Tools](#build-tools) - - [Interactive Interpreter](#interactive-interpreter) - - [Files](#files) - - [Date and Time](#date-and-time) - - [Text Processing](#text-processing) - - [Specific Formats Processing](#specific-formats-processing) - - [Natural Language Processing](#natural-language-processing) - - [Documentation](#documentation) - - [Configuration](#configuration) - - [Command-line Tools](#command-line-tools) - - [Downloader](#downloader) - - [Imagery](#imagery) - - [OCR](#ocr) - - [Audio](#audio) - - [Video](#video) - - [Geolocation](#geolocation) - - [HTTP](#http) - - [Database](#database) - - [Database Drivers](#database-drivers) - - [ORM](#orm) - - [Web Frameworks](#web-frameworks) - - [Serverless Frameworks](#serverless-frameworks) - [Permissions](#permissions) - - [CMS](#cms) - - [E-commerce](#e-commerce) - - [RESTful API](#restful-api) - - [Serialization](#serialization) - - [Authentication](#authentication) - - [Template Engine](#template-engine) - - [Queue](#queue) - - [Search](#search) - - [News Feed](#news-feed) - - [Asset Management](#asset-management) - - [Caching](#caching) - - [Email](#email) - - [Internationalization](#internationalization) - - [URL Manipulation](#url-manipulation) - - [HTML Manipulation](#html-manipulation) - - [Web Crawling](#web-crawling) - - [Web Content Extracting](#web-content-extracting) - - [Forms](#forms) - - [Data Validation](#data-validation) - - [Anti-spam](#anti-spam) - - [Tagging](#tagging) - - [Admin Panels](#admin-panels) - - [Static Site Generator](#static-site-generator) - [Processes](#processes) - - [Concurrency and Parallelism](#concurrency-and-parallelism) - - [Networking](#networking) + - [Queue](#queue) + - [RESTful API](#restful-api) + - [RPC Servers](#rpc-servers) + - [Science](#science) + - [Search](#search) + - [Serialization](#serialization) + - [Serverless Frameworks](#serverless-frameworks) + - [Specific Formats Processing](#specific-formats-processing) + - [Static Site Generator](#static-site-generator) + - [Tagging](#tagging) + - [Template Engine](#template-engine) + - [Testing](#testing) + - [Text Processing](#text-processing) + - [Third-party APIs](#third-party-apis) + - [URL Manipulation](#url-manipulation) + - [Video](#video) + - [Web Content Extracting](#web-content-extracting) + - [Web Crawling](#web-crawling) + - [Web Frameworks](#web-frameworks) - [WebSocket](#websocket) - [WSGI Servers](#wsgi-servers) - - [RPC Servers](#rpc-servers) - - [Cryptography](#cryptography) - - [GUI](#gui) - - [Game Development](#game-development) - - [Logging](#logging) - - [Testing](#testing) - - [Code Analysis and Linter](#code-analysis-and-linter) - - [Debugging Tools](#debugging-tools) - - [Science](#science) - - [Data Analysis](#data-analysis) - - [Data Visualization](#data-visualization) - - [Machine Learning](#machine-learning) - - [Deep Learning](#deep-learning) - - [Computer Vision](#computer-vision) - - [MapReduce](#mapreduce) - - [Functional Programming](#functional-programming) - - [Third-party APIs](#third-party-apis) - - [DevOps Tools](#devops-tools) - - [ChatOps Tools](#chatops-tools) - - [Job Scheduler](#job-scheduler) - - [Foreign Function Interface](#foreign-function-interface) - - [High Performance](#high-performance) - - [Network Virtualization and SDN](#network-virtualization-and-sdn) - - [Hardware](#hardware) - - [Compatibility](#compatibility) - - [Miscellaneous](#miscellaneous) - - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Editor Plugins](#editor-plugins) - - [IDEs](#ides) - [Services](#services) - - [Continuous Integration](#continuous-integration) - [Code Quality](#code-quality) + - [Continuous Integration](#continuous-integration) - [Resources](#resources) - [Websites](#websites) - [Weekly](#weekly) - - [Twitter](#twitter) - [Podcasts](#podcasts) + - [Twitter](#twitter) - [Other Awesome Lists](#other-awesome-lists) - [Contributing](#contributing) - - - -## Environment Management +## Admin Panels -*Libraries for Python version and environment management.* +*Libraries for administrative interfaces.* -* [p](https://github.com/qw3rtman/p) - Dead simple interactive Python version management. -* [pyenv](https://github.com/yyuu/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. -* [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. +* [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. +* [django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). +* [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies. +* [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. +* [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. +* [Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface. +* [Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. -## Package Management +## Algorithms and Design Patterns -*Libraries for package and dependency management.* +*Python implementation of algorithms and design patterns.* -* [pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. - * [Python Package Index](https://pypi.python.org/pypi) -* [pip-tools](https://github.com/nvie/pip-tools) - A set of tools to keep your pinned Python dependencies fresh. -* [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. -* [wheel](http://pythonwheels.com/) - The new standard of Python distribution and are intended to replace eggs. +* [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. +* [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. +* [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. -## Package Repositories +## Anti-spam -*Local PyPI repository server and proxies.* +*Libraries for fighting spam.* -* [warehouse](https://github.com/pypa/warehouse) - Next generation Python Package Repository (PyPI). - * [Warehouse](https://pypi.org/) -* [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. -* [localshop](https://github.com/mvantellingen/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi). +* [django-simple-captcha](https://github.com/mbi/django-simple-captcha) - A simple and highly customizable Django app to add captcha images to any Django form. +* [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. -## Distribution +## Asset Management -*Libraries to create packaged executables for release distribution.* +*Tools for managing, compressing and minifying website assets.* -* [PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform). -* [dh-virtualenv](https://github.com/spotify/dh-virtualenv) - Build and distribute a virtualenv as a Debian package. -* [Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. -* [py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). -* [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). -* [pynsist](http://pynsist.readthedocs.io/) - A tool to build Windows installers, installers bundle Python itself. +* [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline JavaScript or CSS into a single cached file. +* [django-pipeline](https://github.com/jazzband/django-pipeline) - An asset packaging library for Django. +* [django-storages](https://github.com/jschneier/django-storages) - A collection of custom storage back ends for Django. +* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. +* [fileconveyor](http://fileconveyor.org/) - 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. +* [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. + +## Audio + +*Libraries for manipulating audio.* + +* [audiolazy](https://github.com/danilobellini/audiolazy) - Expressive Digital Signal Processing (DSP) package for Python. +* [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. +* [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/). +* [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. +* [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. +* [mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. +* [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. +* [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. +* [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. + +## Authentication + +*Libraries for implementing authentications schemes.* + +* OAuth + * [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. + * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." + * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. + * [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. + * [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. + * [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. + * [python-oauth2](https://github.com/joestump/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. + * [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. + * [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. + * [sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. +* Others + * [jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation. + * [PyJWT](https://github.com/jpadilla/pyjwt) - Implementation of the JSON Web Token draft 01. + * [python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02. + * [python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens. ## Build Tools *Compile software from source code.* -* [buildout](http://www.buildout.org/en/latest/) - A build system for creating, assembling and deploying applications from multiple parts. * [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. * [PlatformIO](https://github.com/platformio/platformio) - A console tool to build code with different development platforms. * [PyBuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python. * [SCons](http://www.scons.org/) - A software construction tool. -## Interactive Interpreter +## CMS -*Interactive Python interpreters (REPL).* +*Content Management Systems.* -* [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. -* [bpython](https://github.com/bpython/bpython) - A fancy interface to the Python interpreter. -* [ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). +* [django-cms](http://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. +* [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. +* [Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. +* [Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. +* [Plone](https://plone.org/) - A CMS built on top of the open source application server Zope. +* [Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. +* [Wagtail](https://wagtail.io/) - A Django content management system. +* [Widgy](https://wid.gy/) - Last CMS framework, based on Django. -## Files +## Caching -*Libraries for file manipulation and MIME type detection.* +*Libraries for caching data.* -* [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. -* [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. -* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). -* [pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. -* [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. -* [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. -* [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. +* [Beaker](https://github.com/bbangert/beaker) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. +* [DiskCache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. +* [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-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. +* [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. +* [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. -## Date and Time +## ChatOps Tools -*Libraries for working with dates and times.* +*Libraries for chatbot development.* -* [Pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. -* [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. -* [Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates. -* [dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. -* [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes. -* [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). -* [PyTime](https://github.com/shinux/PyTime) - A easy-use Python module which aims to operate date/time/datetime by string. -* [pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. -* [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. +* [Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps. -## Text Processing +## Code Analysis and Linter -*Libraries for parsing and manipulating plain texts.* +*Libraries and tools for analysing, parsing and manipulation codebases.* -* General - * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. - * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. - * [ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically. - * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. - * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. - * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics. - * [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. - * [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. - * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音). -* Slugify - * [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode. - * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. - * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency. -* Parser - * [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 - * [Pygments](http://pygments.org/) - A generic syntax highlighter. - * [pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. - * [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. - * [sqlparse](https://github.com/andialbrecht/sqlparse) - A non-validating SQL parser. - -## Specific Formats Processing - -*Libraries for parsing and manipulating specific text formats.* - -* General - * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. -* Office - * [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. - * [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. - * [relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. - * [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. - * [xlwings](http://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. -* PDF - * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. - * [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages. - * [ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. -* Markdown - * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. - * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. -* YAML - * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. -* CSV - * [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV. -* Archive - * [unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily. - -## Natural Language Processing - -*Libraries for working with human languages.* - -* [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. -* [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. -* [Jieba](https://github.com/fxsjy/jieba) - Chinese text segmentation. -* [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. -* [spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. -* [TextBlob](https://github.com/sloria/TextBlob) - Providing a consistent API for diving into common NLP tasks. -* [TextGrocery](https://github.com/2shou/TextGrocery) - A simple, efficient short-text classification tool based on LibLinear and Jieba. -* [langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system. - -## Documentation - -*Libraries for generating project documentation.* - -* [Sphinx](http://www.sphinx-doc.org/en/latest/) - Python Documentation generator. - * [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) -* [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. -* [pdoc](https://github.com/BurntSushi/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries. -* [Pycco](https://github.com/pycco-docs/pycco) - The literate-programming-style documentation generator. - -## Configuration - -*Libraries for storing and parsing configuration options.* - -* [config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). -* [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. -* [ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. -* [profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. -* [python-decouple](https://github.com/henriquebastos/python-decouple) - Strict separation of settings from code. +* Code Analysis + * [coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application. + * [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. + * [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. +* Linter + * [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. + * [pylama](https://github.com/klen/pylama) - Code audit tool for Python and JavaScript. + * [Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer. ## Command-line Tools @@ -302,94 +262,95 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [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. * [httpie](https://github.com/jkbrzt/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. * [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. + * [pgcli](https://github.com/dbcli/pgcli) - Postgres CLI with autocompletion and syntax highlighting. * [SAWS](https://github.com/donnemartin/saws) - A Supercharged AWS CLI. * [thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command. * [try](https://github.com/timofurrer/try) - A dead simple CLI to try out python packages - It's never been easier. - * [mycli](https://github.com/dbcli/mycli) - A Terminal Client for MySQL with AutoCompletion and Syntax Highlighting. - * [pgcli](https://github.com/dbcli/pgcli) - Postgres CLI with autocompletion and syntax highlighting. -## Downloader +## Compatibility -*Libraries for downloading.* +*Libraries for migrating from Python 2 to 3.* -* [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. -* [you-get](https://www.soimort.org/you-get/) - 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. +* [Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. +* [Python-Modernize](https://github.com/mitsuhiko/python-modernize) - Modernizes Python code for eventual Python 3 migration. +* [Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. -## Imagery +## Computer Vision -*Libraries for manipulating images.* - -* [pagan](https://github.com/daboth/pagan) - Retro identicon (Avatar) generation based on input string and hash. -* [pillow](https://github.com/python-pillow/Pillow) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. -* [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. -* [imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. -* [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. -* [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. -* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. -* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. -* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. -* [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. -* [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. -* [wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. - -## OCR - -*Libraries for Optical Character Recognition.* +*Libraries for computer vision.* +* [OpenCV](http://opencv.org/) - Open Source Computer Vision Library. * [pyocr](https://github.com/jflesch/pyocr) - A wrapper for Tesseract and Cuneiform. * [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. -## Audio +## Concurrency and Parallelism -*Libraries for manipulating audio.* +*Libraries for concurrent and parallel execution.* -* [audiolazy](https://github.com/danilobellini/audiolazy) - Expressive Digital Signal Processing (DSP) package for Python. -* [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. -* [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/). -* [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. -* [m3u8](https://github.com/globocom/m3u8) - A module for parsing m3u8 file. -* [mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. -* [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. -* [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. -* [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. -* [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. +* [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. +* [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). +* [multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. +* [threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. +* [Tomorrow](https://github.com/madisonmay/Tomorrow) - Magic decorator syntax for asynchronous code. +* [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast implementation of asyncio event loop on top of libuv. -## Video +## Configuration -*Libraries for manipulating video and GIFs.* +*Libraries for storing and parsing configuration options.* -* [moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. -* [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. +* [config](https://www.red-dove.com/config-doc/) - Hierarchical config from the author of [logging](https://docs.python.org/2/library/logging.html). +* [ConfigObj](http://www.voidspace.org.uk/python/configobj.html) - INI file parser with validation. +* [ConfigParser](https://docs.python.org/2/library/configparser.html) - (Python standard library) INI file parser. +* [profig](http://profig.readthedocs.org/en/default/) - Config from multiple formats with value conversion. +* [python-decouple](https://github.com/henriquebastos/python-decouple) - Strict separation of settings from code. -## Geolocation +## Cryptography -*Libraries for geocoding addresses and working with latitudes and longitudes.* +* [cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. +* [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. +* [Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. +* [Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. +* [PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. +* [PyNacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library. -* [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. -* [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. -* [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utilities for GeoJSON. -* [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. -* [pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. -* [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. +## Data Analysis -## HTTP +*Libraries for data analyzing.* -*Libraries for working with HTTP.* +* [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. +* [Orange](http://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. -* [requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™. -* [grequests](https://github.com/kennethreitz/grequests) - requests + gevent for asynchronous HTTP requests. -* [httplib2](https://github.com/jcgregorio/httplib2) - Comprehensive HTTP client library. -* [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client. -* [urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. +## Data Validation + +*Libraries for validating data. Used for forms in many cases.* + +* [Cerberus](https://github.com/nicolaiarocci/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. +* [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. +* [Schematics](https://github.com/schematics/schematics) - Data Structure Validation. +* [valideer](https://github.com/podio/valideer) - Lightweight extensible data validation and adaptation library. +* [voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. + +## Data Visualization + +*Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* + +* [Altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python. +* [Bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python. +* [ggplot](https://github.com/yhat/ggplot) - Same API as ggplot2 for R. +* [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. +* [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/). +* [PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. +* [Seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using Matplotlib. +* [VisPy](https://github.com/vispy/vispy) - High-performance scientific visualization based on OpenGL. ## Database @@ -429,199 +390,128 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [telephus](https://github.com/driftx/Telephus) - Twisted based client for Cassandra. * [txRedis](https://github.com/deldotdr/txRedis) - Twisted based client for Redis. -## ORM +## Date and Time -*Libraries that implement Object-Relational Mapping or data mapping techniques.* +*Libraries for working with dates and times.* -* Relational Databases - * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. - * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. - * [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) - * [Peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. - * [PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. - * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. -* NoSQL Databases - * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. - * [PynamoDB](https://github.com/jlafon/PynamoDB) - A Pythonic interface for [Amazon DynamoDB](https://aws.amazon.com/dynamodb/). - * [flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB. - * [MongoEngine](http://mongoengine.org/) - A Python Object-Document-Mapper for working with MongoDB. - * [hot-redis](https://github.com/stephenmcd/hot-redis) - Rich Python data types for Redis. - * [redisco](https://github.com/kiddouk/redisco) - A Python Library for Simple Models and Containers Persisted in Redis. +* [arrow](https://github.com/crsmithdev/arrow) - Better dates & times for Python. +* [Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates. +* [dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/2/library/datetime.html) module. +* [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes. +* [moment](https://github.com/zachwill/moment) - A Python library for dealing with dates/times. Inspired by [Moment.js](http://momentjs.com/). +* [Pendulum](https://github.com/sdispater/pendulum) - Python datetimes made easy. +* [PyTime](https://github.com/shinux/PyTime) - A easy-use Python module which aims to operate date/time/datetime by string. +* [pytz](https://launchpad.net/pytz) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python. +* [when.py](https://github.com/dirn/When.py) - Providing user-friendly functions to help perform common date and time actions. + +## Debugging Tools + +*Libraries for debugging code.* + +* Debugger + * [django-debug-toolbar](https://github.com/django-debug-toolbar/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. + * [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. + * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). + * [pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. + * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. + * [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. + * [winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. +* Profiler + * [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. + * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. + * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. * Others - * [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. - * [dataset](https://github.com/pudo/dataset) - A JSON-based database. + * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. + * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. -## Web Frameworks +## Deep Learning -*Full stack web frameworks.* +*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* -* [Django](https://www.djangoproject.com/) - The most popular web framework in Python. - * [awesome-django](https://github.com/rosarior/awesome-django) -* [Flask](http://flask.pocoo.org/) - A microframework for Python. - * [awesome-flask](https://github.com/humiaozuzu/awesome-flask) -* [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. - * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) -* [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. -* [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. -* [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. +* [Caffe](https://github.com/BVLC/caffe) - A fast open framework for deep learning.. +* [Keras](https://github.com/fchollet/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. +* [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. +* [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation. -## Serverless Frameworks +## DevOps Tools -*Frameworks for developing serverless Python code.* +*Software and libraries for DevOps.* -* [apex](https://github.com/apex/apex) - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. -* [Zappa](https://github.com/Miserlou/Zappa) - A tool for deploying WSGI applications on AWS Lambda and API Gateway. -* [python-lambda](https://github.com/nficano/python-lambda) - A toolkit for developing and deploying Python code in AWS Lambda. +* [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. +* [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/). +* [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. +* [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. +* [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. +* [SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. +* [supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. -## Permissions +## Distribution -*Libraries that allow or deny users access to data or functionality.* +*Libraries to create packaged executables for release distribution.* -* [Carteblanche](https://github.com/neuman/python-carteblanche/) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. -* [django-guardian](https://github.com/django-guardian/django-guardian) - Implementation of per object permissions for Django 1.2+ -* [django-rules](https://github.com/dfunckt/django-rules) - A tiny but powerful app providing object-level permissions to Django, without requiring a database. +* [dh-virtualenv](https://github.com/spotify/dh-virtualenv) - Build and distribute a virtualenv as a Debian package. +* [Nuitka](http://nuitka.net/) - Compile scripts, modules, packages to an executable or extension module. +* [py2app](http://pythonhosted.org/py2app/) - Freezes Python scripts (Mac OS X). +* [py2exe](http://www.py2exe.org/) - Freezes Python scripts (Windows). +* [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. -## CMS +## Documentation -*Content Management Systems.* +*Libraries for generating project documentation.* -* [django-cms](http://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. -* [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. -* [Mezzanine](http://mezzanine.jupo.org/) - A powerful, consistent, and flexible content management platform. -* [Opps](http://opps.github.io/opps/) - A Django-based CMS for magazines, newspapers websites and portals with high-traffic. -* [Plone](https://plone.org/) - A CMS built on top of the open source application server Zope. -* [Quokka](http://quokkaproject.org/) - Flexible, extensible, small CMS powered by Flask and MongoDB. -* [Wagtail](https://wagtail.io/) - A Django content management system. -* [Widgy](https://wid.gy/) - Last CMS framework, based on Django. +* [Sphinx](http://www.sphinx-doc.org/en/latest/) - Python Documentation generator. + * [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc) +* [MkDocs](http://www.mkdocs.org/) - Markdown friendly documentation generator. +* [pdoc](https://github.com/BurntSushi/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries. +* [Pycco](https://github.com/pycco-docs/pycco) - The literate-programming-style documentation generator. + +## Downloader + +*Libraries for downloading.* + +* [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. +* [you-get](https://www.soimort.org/you-get/) - 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. ## E-commerce *Frameworks and libraries for e-commerce and payments.* +* [alipay](https://github.com/lxneng/alipay) - Unofficial Alipay API for Python. +* [Cartridge](https://github.com/stephenmcd/cartridge) - A shopping cart app built using the Mezzanine. * [django-oscar](http://oscarcommerce.com/) - An open-source e-commerce framework for Django. * [django-shop](https://github.com/awesto/django-shop) - A Django based shop system. -* [Cartridge](https://github.com/stephenmcd/cartridge) - A shopping cart app built using the Mezzanine. -* [shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. -* [alipay](https://github.com/lxneng/alipay) - Unofficial Alipay API for Python. * [merchant](https://github.com/agiliq/merchant) - A Django app to accept payments from various payment processors. * [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. +* [shoop](https://www.shoop.io/en/) - An open source E-Commerce platform based on Django. -## RESTful API +## Editor Plugins and IDEs -*Libraries for developing RESTful APIs.* - -* Django - * [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-formapi](https://github.com/5monkeys/django-formapi) - Create JSON APIs with Django's form validation. -* 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-restless](https://github.com/jfinkels/flask-restless) - Generating RESTful APIs for database models defined with SQLAlchemy. - * [flask-api-utils](https://github.com/marselester/flask-api-utils) - Taking care of API representation and authentication for Flask. - * [eve](https://github.com/nicolaiarocci/eve) - REST API framework powered by Flask, MongoDB and good intentions. -* Pyramid - * [cornice](https://github.com/mozilla-services/cornice) - A RESTful framework for Pyramid. -* Framework agnostic - * [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. - * [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. - * [restless](https://github.com/toastdriven/restless) - Framework agnostic REST framework based on lessons learned from Tastypie. - * [ripozo](https://github.com/vertical-knowledge/ripozo) - Quickly creating REST/HATEOAS/Hypermedia APIs. - -## Serialization - -*Libraries for serializing complex data types* - -* [marshmallow](https://github.com/marshmallow-code/marshmallow) - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. - -## Authentication - -*Libraries for implementing authentications schemes.* - -* OAuth - * [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. - * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." - * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. - * [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. - * [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. - * [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. - * [python-oauth2](https://github.com/joestump/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. - * [python-social-auth](https://github.com/omab/python-social-auth) - An easy-to-setup social authentication mechanism. - * [rauth](https://github.com/litl/rauth) - A Python library for OAuth 1.0/a, 2.0, and Ofly. - * [sanction](https://github.com/demianbrecht/sanction) - A dead simple OAuth2 client implementation. -* Others - * [jose](https://github.com/demonware/jose) - JavaScript Object Signing and Encryption draft implementation. - * [PyJWT](https://github.com/jpadilla/pyjwt) - Implementation of the JSON Web Token draft 01. - * [python-jws](https://github.com/brianloveswords/python-jws) - Implementation of JSON Web Signatures draft 02. - * [python-jwt](https://github.com/davedoesdev/python-jwt) - Module for generating and verifying JSON Web Tokens. - -## Template Engine - -*Libraries and tools for templating and lexing.* - -* [Jinja2](https://github.com/pallets/jinja) - A modern and designer friendly templating language. -* [Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. -* [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. - -## Queue - -*Libraries for working with event and task queues.* - -* [celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. -* [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. -* [mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. -* [rq](http://python-rq.org/) - Simple job queues for Python. -* [simpleq](https://github.com/rdegges/simpleq) - A simple, infinitely scalable, Amazon SQS based queue. - -## Search - -*Libraries and software for indexing and performing search queries on data.* - -* [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django. -* [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-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. -* [esengine](https://github.com/catholabs/esengine) - ElasticSearch ODM (Object Document Mapper) for Python. -* [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. - -## News Feed - -*Libraries for building user's activities.* - -* [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generating generic activity streams from the actions on your site. -* [Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - Building newsfeed and notification systems using Cassandra and Redis. - -## Asset Management - -*Tools for managing, compressing and minifying website assets.* - -* [django-compressor](https://github.com/django-compressor/django-compressor) - Compresses linked and inline JavaScript or CSS into a single cached file. -* [django-pipeline](https://github.com/jazzband/django-pipeline) - An asset packaging library for Django. -* [django-storages](https://github.com/jschneier/django-storages) - A collection of custom storage back ends for Django. -* [fanstatic](http://www.fanstatic.org/en/latest/) - Packages, optimizes, and serves static file dependencies as Python packages. -* [fileconveyor](http://fileconveyor.org/) - 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. -* [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. - -## Caching - -*Libraries for caching data.* - -* [Beaker](https://github.com/bbangert/beaker) - A library for caching and sessions for use with web applications and stand-alone Python scripts and applications. -* [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-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. -* [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. -* [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](http://libmemcached.org/libMemcached.html) interface. -* [DiskCache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis. +* Emacs + * [Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. +* Sublime Text + * [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. + * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. +* Vim + * [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. + * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. +* Visual Studio + * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. +* IDE + * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. + * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. + * [Spyder](https://github.com/spyder-ide/spyder) - Open Source Python IDE. ## Email @@ -637,22 +527,95 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [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. -## Internationalization +## Environment Management -*Libraries for working with i18n.* +*Libraries for Python version and environment management.* -* [Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. -* [PyICU](https://github.com/ovalhub/pyicu) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). +* [p](https://github.com/qw3rtman/p) - Dead simple interactive Python version management. +* [pyenv](https://github.com/yyuu/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. +* [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. -## URL Manipulation +## Files -*Libraries for parsing URLs.* +*Libraries for file manipulation and MIME type detection.* -* [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. -* [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. -* [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. -* [short_url](https://github.com/Alir3z4/python-short_url) - Python implementation for generating Tiny URL and bit.ly-like URLs. -* [webargs](https://github.com/sloria/webargs) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. +* [imghdr](https://docs.python.org/2/library/imghdr.html) - (Python standard library) Determine the type of an image. +* [mimetypes](https://docs.python.org/2/library/mimetypes.html) - (Python standard library) Map filenames to MIME types. +* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/2/library/os.path.html). +* [pathlib](https://pathlib.readthedocs.org/en/pep428/) - (Python standard library in Python 3.4+) An cross-platform, object-oriented path library. +* [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library. +* [Unipath](https://github.com/mikeorr/Unipath) - An object-oriented approach to file/directory operations. +* [watchdog](https://github.com/gorakhargosh/watchdog) - API and shell utilities to monitor file system events. + +## Foreign Function Interface + +*Libraries for providing foreign function interface.* + +* [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. +* [ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. +* [PyCUDA](https://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. +* [SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. + +## Forms + +*Libraries for working with forms.* + +* [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-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-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. + +## Functional Programming + +*Functional Programming with Python.* + +* [CyToolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of Toolz: High performance functional utilities. +* [fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. +* [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. +* [Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. + +## GUI + +*Libraries for working with graphical user interface applications.* + +* [curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. +* [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declaratic Syntax like QML. +* [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. +* [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. +* [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. +* [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. +* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. +* [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. +* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. +* [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. + +## Game Development + +*Awesome game development libraries.* + +* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. +* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. +* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. +* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. +* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. +* [PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. +* [RenPy](https://www.renpy.org/) - A Visual Novel engine. + +## Geolocation + +*Libraries for geocoding addresses and working with latitudes and longitudes.* + +* [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides country choices for use with forms, flag icons static files, and a country field for models. +* [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework. +* [GeoIP](https://github.com/maxmind/geoip-api-python) - Python API for MaxMind GeoIP Legacy Database. +* [geojson](https://github.com/frewsxcv/python-geojson) - Python bindings and utilities for GeoJSON. +* [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox. +* [pygeoip](https://github.com/appliedsec/pygeoip) - Pure Python GeoIP API. ## HTML Manipulation @@ -670,93 +633,226 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [xmldataset](https://xmldataset.readthedocs.io) - Simple XML Parsing. * [xmltodict](https://github.com/martinblech/xmltodict) - Working with XML feel like you are working with JSON. -## Web Crawling +## HTTP -*Libraries for scraping websites.* +*Libraries for working with HTTP.* -* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -* [cola](https://github.com/chineking/cola) - A distributed crawling framework. -* [Demiurge](https://github.com/matiasb/demiurge) - PyQuery-based scraping micro-framework. -* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. -* [Grab](http://grablib.org/) - Site scraping framework. -* [MechanicalSoup](https://github.com/hickford/MechanicalSoup) - A Python library for automating interaction with websites. -* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. -* [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. +* [grequests](https://github.com/kennethreitz/grequests) - requests + gevent for asynchronous HTTP requests. +* [httplib2](https://github.com/jcgregorio/httplib2) - Comprehensive HTTP client library. +* [requests](http://docs.python-requests.org/en/latest/) - HTTP Requests for Humans™. +* [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client. +* [urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly. -## Web Content Extracting +## Hardware -*Libraries for extracting web contents.* +*Libraries for programming with hardware.* -* [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. -* [html2text](https://github.com/Alir3z4/html2text) - Convert HTML to Markdown-formatted text. -* [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. -* [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. -* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. -* [opengraph](https://github.com/erikriver/opengraph) - A Python module to parse the Open Graph Protocol -* [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. -* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. -* [sanitize](https://github.com/Alir3z4/python-sanitize) - Bringing sanity to world of messed-up data. -* [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. -* [textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. +* [ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). +* [Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. +* [Pyro](http://pyrorobotics.com/) - Python Robotics. +* [PyUserInput](https://github.com/SavinaRoja/PyUserInput) - A module for cross-platform control of the mouse and keyboard. +* [scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library. +* [wifi](https://github.com/rockymeza/wifi) - A Python library and command line tool for working with WiFi on Linux. -## Forms +## High Performance -*Libraries for working with forms.* +*Libraries for making Python faster.* -* [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-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-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. +* [Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. +* [Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. +* [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. +* [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. +* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. +* [Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. -## Data Validation +## Imagery -*Libraries for validating data. Used for forms in many cases.* +*Libraries for manipulating images.* -* [Schematics](https://github.com/schematics/schematics) - Data Structure Validation. -* [schema](https://github.com/keleshev/schema) - A library for validating Python data structures. -* [jsonschema](https://github.com/Julian/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python. -* [Cerberus](https://github.com/nicolaiarocci/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. -* [voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library. -* [valideer](https://github.com/podio/valideer) - Lightweight extensible data validation and adaptation library. +* [hmap](https://github.com/rossgoodwin/hmap) - Image histogram remapping. +* [imgSeek](https://sourceforge.net/projects/imgseek/) - A project for searching a collection of images using visual similarity. +* [nude.py](https://github.com/hhatto/nude.py) - Nudity detection. +* [pagan](https://github.com/daboth/pagan) - Retro identicon (Avatar) generation based on input string and hash. +* [pillow](https://github.com/python-pillow/Pillow) - Pillow is the friendly [PIL](http://www.pythonware.com/products/pil/) fork. +* [pyBarcode](https://pythonhosted.org/pyBarcode/) - Create barcodes in Python without needing PIL. +* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters. +* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator. +* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees. +* [scikit-image](http://scikit-image.org/) - A Python library for (scientific) image processing. +* [thumbor](https://github.com/thumbor/thumbor) - A smart imaging service. It enables on-demand crop, re-sizing and flipping of images. +* [wand](https://github.com/dahlia/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick. -## Anti-spam +## Interactive Interpreter -*Libraries for fighting spam.* +*Interactive Python interpreters (REPL).* -* [django-simple-captcha](https://github.com/mbi/django-simple-captcha) - A simple and highly customizable Django app to add captcha images to any Django form. -* [django-simple-spam-blocker](https://github.com/moqada/django-simple-spam-blocker) - Simple spam blocker for Django. +* [bpython](https://github.com/bpython/bpython) - A fancy interface to the Python interpreter. +* [Jupyter Notebook (IPython)](https://jupyter.org) - A rich toolkit to help you make the most out of using Python interactively. +* [ptpython](https://github.com/jonathanslenders/ptpython) - Advanced Python REPL built on top of the [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit). -## Tagging +## Internationalization -*Libraries for tagging items.* +*Libraries for working with i18n.* -* [django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. +* [Babel](http://babel.pocoo.org/en/latest/) - An internationalization library for Python. +* [PyICU](https://github.com/ovalhub/pyicu) - A wrapper of International Components for Unicode C++ library ([ICU](http://site.icu-project.org/)). -## Admin Panels +## Job Scheduler -*Libraries for administrative interfaces.* +*Libraries for scheduling jobs.* -* [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. -* [django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). -* [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies. -* [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. -* [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery. -* [Grappelli](http://grappelliproject.com) - A jazzy skin for the Django Admin-Interface. -* [Wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts. +* [APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions. +* [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. +* [doit](http://pydoit.org/) - A task runner and build tool. +* [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. +* [Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. +* [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. +* [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. -## Static Site Generator +## Logging -*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* +*Libraries for generating and working with logs.* -* [Pelican](http://blog.getpelican.com/) - Uses Markdown or ReST for content and Jinja 2 for themes. Supports DVCS, Disqus. AGPL. -* [Cactus](https://github.com/koenbok/Cactus/) - Static site generator for designers. -* [Hyde](http://hyde.github.io/) - Jinja2-based static web site generator. -* [Nikola](https://www.getnikola.com/) - A static website and blog generator. -* [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. -* [Lektor](https://www.getlektor.com/) - An easy to use static CMS and blog engine. +* [Eliot](https://github.com/ClusterHQ/eliot) - Logging for complex & distributed systems. +* [logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. +* [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. +* [Raven](https://github.com/getsentry/raven-python) - The Python client for Sentry. +* [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. + +## Machine Learning + +*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* + +* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. +* [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. +* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. +* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). +* [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. +* [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). + +## MapReduce + +*Frameworks and libraries for MapReduce.* + +* [dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. +* [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. +* [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. +* [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. +* [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. +* [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). + +## Microsoft Windows + +*Python programming on Microsoft Windows.* + +* [Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. +* [pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. +* [PythonNet](https://github.com/pythonnet/pythonnet) - Python Integration with the .NET Common Language Runtime (CLR). +* [PyWin32](https://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. +* [WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. + +## Miscellaneous + +*Useful libraries or tools that don't fit in the categories above.* + +* [blinker](https://github.com/jek/blinker) - A fast Python in-process signal/event dispatching system. +* [itsdangerous](https://github.com/pallets/itsdangerous) - Various helpers to pass trusted data to untrusted environments. +* [pluginbase](https://github.com/mitsuhiko/pluginbase) - A simple but flexible plugin system for Python. +* [Pychievements](https://github.com/PacketPerception/pychievements) - A framework for creating and tracking achievements. +* [Tryton](http://www.tryton.org/) - A general purpose business framework. + +## Natural Language Processing + +*Libraries for working with human languages.* + +* [Jieba](https://github.com/fxsjy/jieba) - Chinese text segmentation. +* [langid.py](https://github.com/saffsd/langid.py) - Stand-alone language identification system. +* [NLTK](http://www.nltk.org/) - A leading platform for building Python programs to work with human language data. +* [Pattern](http://www.clips.ua.ac.be/pattern) - A web mining module for the Python. +* [SnowNLP](https://github.com/isnowfy/snownlp) - A library for processing Chinese text. +* [spaCy](https://spacy.io/) - A library for industrial-strength natural language processing in Python and Cython. +* [TextBlob](https://github.com/sloria/TextBlob) - Providing a consistent API for diving into common NLP tasks. +* [TextGrocery](https://github.com/2shou/TextGrocery) - A simple, efficient short-text classification tool based on LibLinear and Jieba. + +## Network Virtualization + +*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* + +* [Mininet](http://mininet.org/) - A popular network emulator and API written in Python. +* [POX](https://github.com/noxrepo/pox) - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. +* [Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. +* [SDX Platform](https://github.com/sdn-ixp/internet2award) - SDN based IXP implementation that leverages Mininet, POX and Pyretic. + +## Networking + +*Libraries for networking programming.* + +* [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. +* [diesel](https://github.com/dieseldev/diesel) - Greenlet-based event I/O Framework for Python. +* [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. +* [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. +* [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. +* [txZMQ](https://github.com/smira/txZMQ) - Twisted based wrapper for the ZeroMQ message library. + +## News Feed + +*Libraries for building user's activities.* + +* [django-activity-stream](https://github.com/justquick/django-activity-stream) - Generating generic activity streams from the actions on your site. +* [Stream-Framework](https://github.com/tschellenbach/Stream-Framework) - Building newsfeed and notification systems using Cassandra and Redis. + +## ORM + +*Libraries that implement Object-Relational Mapping or data mapping techniques.* + +* Relational Databases + * [Django Models](https://docs.djangoproject.com/en/dev/topics/db/models/) - A part of Django. + * [SQLAlchemy](http://www.sqlalchemy.org/) - The Python SQL Toolkit and Object Relational Mapper. + * [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) + * [Peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. + * [PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. + * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. +* NoSQL Databases + * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. + * [flywheel](https://github.com/mathcamp/flywheel) - Object mapper for Amazon DynamoDB. + * [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. + * [PynamoDB](https://github.com/jlafon/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. +* Others + * [butterdb](https://github.com/Widdershin/butterdb) - A Python ORM for Google Drive Spreadsheets. + * [dataset](https://github.com/pudo/dataset) - A JSON-based database. + +## Package Management + +*Libraries for package and dependency management.* + +* [pip](https://pip.pypa.io/en/stable/) - The Python package and dependency manager. + * [Python Package Index](https://pypi.python.org/pypi) +* [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. +* [pip-tools](https://github.com/nvie/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. + +## Package Repositories + +*Local PyPI repository server and proxies.* + +* [warehouse](https://github.com/pypa/warehouse) - Next generation Python Package Repository (PyPI). + * [Warehouse](https://pypi.org/) +* [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. +* [localshop](https://github.com/mvantellingen/localshop) - Local PyPI server (custom packages and auto-mirroring of pypi). + +## Permissions + +*Libraries that allow or deny users access to data or functionality.* + +* [Carteblanche](https://github.com/neuman/python-carteblanche/) - Module to align code with thoughts of users and designers. Also magically handles navigation and permissions. +* [django-guardian](https://github.com/django-guardian/django-guardian) - Implementation of per object permissions for Django 1.2+ +* [django-rules](https://github.com/dfunckt/django-rules) - A tiny but powerful app providing object-level permissions to Django, without requiring a database. ## Processes @@ -766,51 +862,38 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [sarge](http://sarge.readthedocs.io/) - Yet another wrapper for subprocess. * [sh](https://github.com/amoffat/sh) - A full-fledged subprocess replacement for Python. -## Concurrency and Parallelism +## Queue -*Libraries for concurrent and parallel execution.* +*Libraries for working with event and task queues.* -* [multiprocessing](https://docs.python.org/2/library/multiprocessing.html) - (Python standard library) Process-based "threading" interface. -* [threading](https://docs.python.org/2/library/threading.html) - (Python standard library) Higher-level threading interface. -* [eventlet](http://eventlet.net/) - Asynchronous framework with WSGI support. -* [gevent](http://www.gevent.org/) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet). -* [Tomorrow](https://github.com/madisonmay/Tomorrow) - Magic decorator syntax for asynchronous code. -* [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast implementation of asyncio event loop on top of libuv. +* [celery](http://www.celeryproject.org/) - An asynchronous task queue/job queue based on distributed message passing. +* [huey](https://github.com/coleifer/huey) - Little multi-threaded task queue. +* [mrq](https://github.com/pricingassistant/mrq) - Mr. Queue - A distributed worker task queue in Python using Redis & gevent. +* [rq](http://python-rq.org/) - Simple job queues for Python. +* [simpleq](https://github.com/rdegges/simpleq) - A simple, infinitely scalable, Amazon SQS based queue. -## Networking +## RESTful API -*Libraries for networking programming.* +*Libraries for developing RESTful APIs.* -* [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks. -* [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine. -* [pulsar](https://github.com/quantmind/pulsar) - Event-driven concurrent framework for Python. -* [diesel](https://github.com/dieseldev/diesel) - Greenlet-based event I/O Framework for Python. -* [pyzmq](http://zeromq.github.io/pyzmq/) - A Python wrapper for the ZeroMQ message library. -* [txZMQ](https://github.com/smira/txZMQ) - Twisted based wrapper for the ZeroMQ message library. - -## WebSocket - -*Libraries for working with WebSocket.* - -* [AutobahnPython](https://github.com/crossbario/autobahn-python) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). -* [Crossbar](https://github.com/crossbario/crossbar/) - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). -* [django-socketio](https://github.com/stephenmcd/django-socketio) - WebSockets for Django. -* [WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. - -## WSGI Servers - -*WSGI-compatible web servers.* - -* [gunicorn](https://pypi.python.org/pypi/gunicorn) - Pre-forked, partly written in C. -* [uWSGI](https://uwsgi-docs.readthedocs.io/) - A project aims at developing a full stack for building hosting services, written in C. -* [bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. -* [fapws3](http://www.fapws.org/) - Asynchronous (network side only), written in C. -* [meinheld](https://pypi.python.org/pypi/meinheld) - Asynchronous, partly written in C. -* [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast. -* [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. -* [rocket](https://pypi.python.org/pypi/rocket) - Multi-threaded. -* [waitress](https://waitress.readthedocs.io/) - 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. +* Django + * [django-formapi](https://github.com/5monkeys/django-formapi) - Create JSON APIs with Django's form validation. + * [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. +* Flask + * [eve](https://github.com/nicolaiarocci/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](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-restless](https://github.com/jfinkels/flask-restless) - Generating RESTful APIs for database models defined with SQLAlchemy. +* Pyramid + * [cornice](https://github.com/mozilla-services/cornice) - A RESTful framework for Pyramid. +* Framework agnostic + * [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. + * [restless](https://github.com/toastdriven/restless) - Framework agnostic REST framework based on lessons learned from Tastypie. + * [ripozo](https://github.com/vertical-knowledge/ripozo) - Quickly creating REST/HATEOAS/Hypermedia APIs. + * [sandman](https://github.com/jeffknupp/sandman) - Automated REST APIs for existing database-driven systems. ## RPC Servers @@ -820,132 +903,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [SimpleXMLRPCServer](https://docs.python.org/2/library/simplexmlrpcserver.html) - (Python standard library) Simple XML-RPC server implementation, single-threaded. * [zeroRPC](https://github.com/0rpc/zerorpc-python) - zerorpc is a flexible RPC implementation based on [ZeroMQ](http://zeromq.org/) and [MessagePack](http://msgpack.org/). -## Cryptography - -* [cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers. -* [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. -* [Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. -* [Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. -* [PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. -* [PyNacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library. - -## GUI - -*Libraries for working with graphical user interface applications.* - -* [curses](https://docs.python.org/2/library/curses.html#module-curses) - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications. -* [enaml](https://github.com/nucleic/enaml) - Creating beautiful user-interfaces with Declaratic Syntax like QML. -* [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. -* [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. -* [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. -* [Tkinter](https://wiki.python.org/moin/TkInter) - Tkinter is Python's de-facto standard GUI package. -* [Toga](https://github.com/pybee/toga) - A Python native, OS native GUI toolkit. -* [urwid](http://urwid.org/) - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc. -* [wxPython](http://wxpython.org/) - A blending of the wxWidgets C++ class library with the Python. -* [PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3) -* [Flexx](https://github.com/zoofIO/flexx) - Flexx is a pure Python toolkit for creating GUI's, that uses web technology for its rendering. - -## Game Development - -*Awesome game development libraries.* - -* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications. It is based on pyglet. -* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney and maintained by Carnegie Mellon's Entertainment Technology Center. Written in C++, completely wrapped in Python. -* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games. -* [PyOgre](http://www.ogre3d.org/tikiwiki/PyOgre) - Python bindings for the Ogre 3D render engine, can be used for games, simulations, anything 3D. -* [PyOpenGL](http://pyopengl.sourceforge.net/) - Python ctypes bindings for OpenGL and it's related APIs. -* [PySDL2](http://pysdl2.readthedocs.io/) - A ctypes based wrapper for the SDL2 library. -* [RenPy](https://www.renpy.org/) - A Visual Novel engine. - -## Logging - -*Libraries for generating and working with logs.* - -* [logging](https://docs.python.org/2/library/logging.html) - (Python standard library) Logging facility for Python. -* [logbook](http://pythonhosted.org/Logbook/) - Logging replacement for Python. -* [Eliot](https://github.com/ClusterHQ/eliot) - Logging for complex & distributed systems. -* [Raven](https://github.com/getsentry/raven-python) - The Python client for Sentry. -* [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. - -## Testing - -*Libraries for testing codebases and generating test data.* - -* Testing Frameworks - * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. - * [nose](https://github.com/nose-devs/nose) - A nicer `unittest` for Python. - * [pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. - * [hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - Hypothesis is an advanced Quickcheck style property based testing library. - * [mamba](http://nestorsalceda.github.io/mamba/) - The definitive testing tool for Python. Born under the banner of BDD. - * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. -* Test Runners - * [tox](https://tox.readthedocs.io/) - Auto builds and tests distributions in multiple Python versions - * [green](https://github.com/CleanCut/green) - A clean, colorful test runner. -* GUI / Web Testing - * [Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. - * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. - * [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. - * [splinter](https://github.com/cobrateam/splinter) - Open source tool for testing web applications. - * [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. -* Mock - * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. - * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. - * [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module. - * [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+. - * [httpretty](https://github.com/gabrielfalcao/HTTPretty) - HTTP request mock tool for Python. - * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library. - * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests. -* Object Factories - * [factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python. - * [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. -* Code Coverage - * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. -* Fake Data - * [church](https://github.com/lk-geimfari/church) - is a Python library that help you generate fake data. - * [faker](https://github.com/joke2k/faker) - A Python package that generates fake data. - * [fake2db](https://github.com/emirozer/fake2db) - Fake database generator. - * [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. -* Error Handler - * [FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. - - -## Code Analysis and Linter - -*Libraries and tools for analysing, parsing and manipulation codebases.* - -* Code Analysis - * [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. - * [pysonar2](https://github.com/yinwang0/pysonar2) - A type inferencer and indexer for Python. - * [coala](http://coala-analyzer.org/) - Language independent and easily extendable code analysis application. -* Linter - * [Flake8](https://pypi.python.org/pypi/flake8) - The modular source code checker: pep8, pyflakes and co. - * [Pylint](https://www.pylint.org/) - A Fully customizable source code analyzer. - * [pylama](https://github.com/klen/pylama) - Code audit tool for Python and JavaScript. - -## Debugging Tools - -*Libraries for debugging code.* - -* Debugger - * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). - * [pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. - * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. - * [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. - * [winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. - * [django-debug-toolbar](https://github.com/django-debug-toolbar/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. - * [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. -* Profiler - * [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. - * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. - * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. -* Others - * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. - * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. - ## Science *Libraries for scientific computing.* @@ -967,76 +924,157 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [SymPy](https://github.com/sympy/sympy) - A Python library for symbolic mathematics. * [Zipline](https://github.com/quantopian/zipline) - A Pythonic algorithmic trading library. -## Data Analysis +## Search -*Libraries for data analyzing.* +*Libraries and software for indexing and performing search queries on 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. -* [Orange](http://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. +* [django-haystack](https://github.com/django-haystack/django-haystack) - Modular search for Django. +* [elasticsearch-dsl-py](https://github.com/elastic/elasticsearch-dsl-py) - The official high-level Python client for Elasticsearch. +* [elasticsearch-py](https://www.elastic.co/guide/en/elasticsearch/client/python-api/current/index.html) - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch). +* [esengine](https://github.com/catholabs/esengine) - ElasticSearch ODM (Object Document Mapper) for Python. +* [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. -## Data Visualization +## Serialization -*Libraries for visualizing data. See: [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).* +*Libraries for serializing complex data types* -* [Altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library 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. -* [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library. -* [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/). -* [PyQtGraph](http://www.pyqtgraph.org/) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets. -* [Seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using Matplotlib. -* [VisPy](https://github.com/vispy/vispy) - High-performance scientific visualization based on OpenGL. +* [marshmallow](https://github.com/marshmallow-code/marshmallow) - marshmallow is an ORM/ODM/framework-agnostic library for converting complex datatypes, such as objects, to and from native Python datatypes. -## Machine Learning +## Serverless Frameworks -*Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* +*Frameworks for developing serverless Python code.* -* [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. -* [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. -* [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). -* [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. -* [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [apex](https://github.com/apex/apex) - Build, deploy, and manage [AWS Lambda](https://aws.amazon.com/lambda/) functions with ease. +* [python-lambda](https://github.com/nficano/python-lambda) - A toolkit for developing and deploying Python code in AWS Lambda. +* [Zappa](https://github.com/Miserlou/Zappa) - A tool for deploying WSGI applications on AWS Lambda and API Gateway. -## Deep Learning +## Specific Formats Processing -*Frameworks for Neural Networks and Deep Learning. See: [awesome-deep-learning](https://github.com/ChristosChristofidis/awesome-deep-learning).* +*Libraries for parsing and manipulating specific text formats.* -* [Caffe](https://github.com/BVLC/caffe) - A fast open framework for deep learning.. -* [Keras](https://github.com/fchollet/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. -* [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. -* [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. -* [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation. +* General + * [tablib](https://github.com/kennethreitz/tablib) - A module for Tabular Datasets in XLS, CSV, JSON, YAML. +* Office + * [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. + * [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. + * [relatorio](http://relatorio.tryton.org/) - Templating OpenDocument files. + * [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. + * [xlwings](http://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. +* PDF + * [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents. + * [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages. + * [ReportLab](http://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents. +* Markdown + * [Mistune](https://github.com/lepture/mistune) - Fastest and full featured pure Python parsers of Markdown. + * [Python-Markdown](https://github.com/waylan/Python-Markdown) - A Python implementation of John Gruber’s Markdown. +* YAML + * [PyYAML](http://pyyaml.org/) - YAML implementations for Python. +* CSV + * [csvkit](https://github.com/wireservice/csvkit) - Utilities for converting to and working with CSV. +* Archive + * [unp](https://github.com/mitsuhiko/unp) - A command line tool that can unpack archives easily. -## Computer Vision +## Static Site Generator -*Libraries for computer vision.* +*Static site generator is a software that takes some text + templates as input and produces HTML files on the output.* -* [OpenCV](http://opencv.org/) - Open Source Computer Vision Library. -* [SimpleCV](http://simplecv.org/) - An open source framework for building computer vision applications. +* [Cactus](https://github.com/koenbok/Cactus/) - Static site generator for designers. +* [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. +* [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. +* [Tinkerer](http://tinkerer.me/) - Tinkerer is a blogging engine/.static website generator powered by Sphinx. -## MapReduce +## Tagging -*Frameworks and libraries for MapReduce.* +*Libraries for tagging items.* -* [dpark](https://github.com/douban/dpark) - Python clone of Spark, a MapReduce alike framework in Python. -* [dumbo](https://github.com/klbostee/dumbo) - Python module that allows one to easily write and run Hadoop programs. -* [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs. -* [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services. -* [PySpark](http://spark.apache.org/docs/latest/programming-guide.html) - The Spark Python API. -* [streamparse](https://github.com/Parsely/streamparse) - Run Python code against real-time streams of data. Integrates with [Apache Storm](http://storm.apache.org/). +* [django-taggit](https://github.com/alex/django-taggit) - Simple tagging for Django. -## Functional Programming +## Template Engine -*Functional Programming with Python.* +*Libraries and tools for templating and lexing.* -* [CyToolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of Toolz: High performance functional utilities. -* [fn.py](https://github.com/kachayev/fn.py) - Functional programming in Python: implementation of missing features to enjoy FP. -* [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools. -* [Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries. +* [Genshi](https://genshi.edgewall.org/) - Python templating toolkit for generation of web-aware output. +* [Jinja2](https://github.com/pallets/jinja) - A modern and designer friendly templating language. +* [Mako](http://www.makotemplates.org/) - Hyperfast and lightweight templating for the Python platform. + +## Testing + +*Libraries for testing codebases and generating test data.* + +* Testing Frameworks + * [hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - Hypothesis is an advanced Quickcheck style property based testing library. + * [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. + * [pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. + * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. + * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. +* Test Runners + * [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 +* GUI / Web Testing + * [locust](https://github.com/locustio/locust) - Scalable user load testing tool written in Python. + * [PyAutoGUI](https://github.com/asweigart/pyautogui) - PyAutoGUI is a cross-platform GUI automation Python module for human beings. + * [Selenium](https://pypi.python.org/pypi/selenium) - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver. + * [sixpack](https://github.com/seatgeek/sixpack) - A language-agnostic A/B Testing framework. + * [splinter](https://github.com/cobrateam/splinter) - Open source tool for testing web applications. +* Mock + * [doublex](https://pypi.python.org/pypi/doublex) - Powerful test doubles framework for Python. + * [freezegun](https://github.com/spulec/freezegun) - Travel through time by mocking the datetime module. + * [httmock](https://github.com/patrys/httmock) - A mocking library for requests for Python 2.6+ and 3.2+. + * [httpretty](https://github.com/gabrielfalcao/HTTPretty) - HTTP request mock tool for Python. + * [mock](https://docs.python.org/3/library/unittest.mock.html) - (Python standard library) A mocking and patching library. + * [responses](https://github.com/getsentry/responses) - A utility library for mocking out the requests Python library. + * [VCR.py](https://github.com/kevin1024/vcrpy) - Record and replay HTTP interactions on your tests. +* Object Factories + * [factory_boy](https://github.com/rbarrois/factory_boy) - A test fixtures replacement for Python. + * [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. +* Code Coverage + * [coverage](https://pypi.python.org/pypi/coverage) - Code coverage measurement. +* Fake Data + * [church](https://github.com/lk-geimfari/church) - is a Python library that help you generate fake data. + * [fake2db](https://github.com/emirozer/fake2db) - Fake database generator. + * [faker](https://github.com/joke2k/faker) - A Python package that generates fake data. + * [radar](https://pypi.python.org/pypi/radar) - Generate random datetime / time. +* Error Handler + * [FuckIt.py](https://github.com/ajalt/fuckitpy) - FuckIt.py uses state-of-the-art technology to make sure your Python code runs whether it has any right to or not. + + +## Text Processing + +*Libraries for parsing and manipulating plain texts.* + +* General + * [chardet](https://github.com/chardet/chardet) - Python 2/3 compatible character encoding detector. + * [difflib](https://docs.python.org/2/library/difflib.html) - (Python standard library) Helpers for computing deltas. + * [ftfy](https://github.com/LuminosoInsight/python-ftfy) - Makes Unicode text less broken and more consistent automagically. + * [fuzzywuzzy](https://github.com/seatgeek/fuzzywuzzy) - Fuzzy String Matching. + * [Levenshtein](https://github.com/ztane/python-Levenshtein/) - Fast computation of Levenshtein distance and string similarity. + * [pangu.py](https://github.com/vinta/pangu.py) - Spacing texts for CJK and alphanumerics. + * [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. + * [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. + * [xpinyin](https://github.com/lxneng/xpinyin) - A library to translate Chinese hanzi (漢字) to pinyin (拼音). +* Slugify + * [awesome-slugify](https://github.com/dimka665/awesome-slugify) - A Python slugify library that can preserve unicode. + * [python-slugify](https://github.com/un33k/python-slugify) - A Python slugify library that translates unicode to ASCII. + * [unicode-slugify](https://github.com/mozilla/unicode-slugify) - A slugifier that generates unicode slugs with Django as a dependency. +* Parser + * [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 + * [Pygments](http://pygments.org/) - A generic syntax highlighter. + * [pyparsing](http://pyparsing.wikispaces.com/) - A general purpose framework for generating parsers. + * [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. + * [sqlparse](https://github.com/andialbrecht/sqlparse) - A non-validating SQL parser. ## Third-party APIs @@ -1052,142 +1090,91 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [gspread](https://github.com/burnash/gspread) - Google Spreadsheets Python API. * [twython](https://github.com/ryanmcgrath/twython) - A Python wrapper for the Twitter API. -## DevOps Tools +## URL Manipulation -*Software and libraries for DevOps.* +*Libraries for parsing URLs.* -* [Ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform. -* [SaltStack](https://github.com/saltstack/salt) - Infrastructure automation and management system. -* [OpenStack](http://www.openstack.org/) - Open source software for building private and public clouds. -* [Docker Compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/). -* [Cloud-Init](http://cloudinit.readthedocs.io/) - A multi-distribution package that handles early initialization of a cloud instance. -* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric. -* [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. -* [honcho](https://github.com/nickstenning/honcho) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications. -* [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. -* [supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX. +* [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. +* [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. +* [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. +* [short_url](https://github.com/Alir3z4/python-short_url) - Python implementation for generating Tiny URL and bit.ly-like URLs. +* [webargs](https://github.com/sloria/webargs) - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid. -## ChatOps Tools +## Video -*Libraries for chatbot development.* +*Libraries for manipulating video and GIFs.* -* [Errbot](http://errbot.io/) - The easiest and most popular chatbot to implement ChatOps. +* [moviepy](http://zulko.github.io/moviepy/) - A module for script-based movie editing with many formats, including animated GIFs. +* [scikit-video](https://github.com/aizvorski/scikit-video) - Video processing routines for SciPy. -## Job Scheduler +## WSGI Servers -*Libraries for scheduling jobs.* +*WSGI-compatible web servers.* -* [APScheduler](http://apscheduler.readthedocs.io/) - A light but powerful in-process task scheduler that lets you schedule functions. -* [django-schedule](https://github.com/thauber/django-schedule) - A calendaring app for Django. -* [doit](http://pydoit.org/) - A task runner and build tool. -* [gunnery](https://github.com/gunnery/gunnery) - Multipurpose task execution tool for distributed systems with web-based interface. -* [Joblib](http://pythonhosted.org/joblib/index.html) - A set of tools to provide lightweight pipelining in Python. -* [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. -* [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. +* [bjoern](https://pypi.python.org/pypi/bjoern) - Asynchronous, very fast and written in C. +* [fapws3](http://www.fapws.org/) - Asynchronous (network side only), 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. +* [netius](https://github.com/hivesolutions/netius) - Asynchronous, very fast. +* [paste](http://pythonpaste.org/) - Multi-threaded, stable, tried and tested. +* [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. +* [waitress](https://waitress.readthedocs.io/) - 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. -## Foreign Function Interface +## Web Content Extracting -*Libraries for providing foreign function interface.* +*Libraries for extracting web contents.* -* [cffi](https://pypi.python.org/pypi/cffi) - Foreign Function Interface for Python calling C code. -* [ctypes](https://docs.python.org/2/library/ctypes.html) - (Python standard library) Foreign Function Interface for Python calling C code. -* [PyCUDA](https://mathema.tician.de/software/pycuda/) - A Python wrapper for Nvidia's CUDA API. -* [SWIG](http://www.swig.org/Doc1.3/Python.html) - Simplified Wrapper and Interface Generator. +* [Haul](https://github.com/vinta/Haul) - An Extensible Image Crawler. +* [html2text](https://github.com/Alir3z4/html2text) - Convert HTML to Markdown-formatted text. +* [lassie](https://github.com/michaelhelmick/lassie) - Web Content Retrieval for Humans. +* [micawber](https://github.com/coleifer/micawber) - A small library for extracting rich content from URLs. +* [newspaper](https://github.com/codelucas/newspaper) - News extraction, article extraction and content curation in Python. +* [opengraph](https://github.com/erikriver/opengraph) - A Python module to parse the Open Graph Protocol +* [python-goose](https://github.com/grangier/python-goose) - HTML Content/Article Extractor. +* [python-readability](https://github.com/buriy/python-readability) - Fast Python port of arc90's readability tool. +* [sanitize](https://github.com/Alir3z4/python-sanitize) - Bringing sanity to world of messed-up data. +* [sumy](https://github.com/miso-belica/sumy) - A module for automatic summarization of text documents and HTML pages. +* [textract](https://github.com/deanmalmgren/textract) - Extract text from any document, Word, PowerPoint, PDFs, etc. -## High Performance +## Web Crawling -*Libraries for making Python faster.* +*Libraries for scraping websites.* -* [Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. -* [Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. -* [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. -* [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. +* [cola](https://github.com/chineking/cola) - A distributed crawling framework. +* [Demiurge](https://github.com/matiasb/demiurge) - PyQuery-based scraping micro-framework. +* [feedparser](http://pythonhosted.org/feedparser/) - Universal feed parser. +* [Grab](http://grablib.org/) - Site scraping framework. +* [MechanicalSoup](https://github.com/hickford/MechanicalSoup) - A Python library for automating interaction with websites. +* [portia](https://github.com/scrapinghub/portia) - Visual scraping for Scrapy. +* [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. +* [Scrapy](http://scrapy.org/) - A fast high-level screen scraping and web crawling framework. -## Microsoft Windows +## Web Frameworks -*Python programming on Microsoft Windows.* +*Full stack web frameworks.* -* [Python(x,y)](http://python-xy.github.io/) - Scientific-applications-oriented Python Distribution based on Qt and Spyder. -* [pythonlibs](http://www.lfd.uci.edu/~gohlke/pythonlibs/) - Unofficial Windows binaries for Python extension packages. -* [PythonNet](https://github.com/pythonnet/pythonnet) - Python Integration with the .NET Common Language Runtime (CLR). -* [PyWin32](https://sourceforge.net/projects/pywin32/) - Python Extensions for Windows. -* [WinPython](https://winpython.github.io/) - Portable development environment for Windows 7/8. +* [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. +* [Django](https://www.djangoproject.com/) - The most popular web framework in Python. + * [awesome-django](https://github.com/rosarior/awesome-django) +* [Flask](http://flask.pocoo.org/) - A microframework for Python. + * [awesome-flask](https://github.com/humiaozuzu/awesome-flask) +* [Pyramid](http://www.pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework. + * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) +* [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. +* [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. -## Network Virtualization and SDN +## WebSocket -*Tools and libraries for Virtual Networking and SDN (Software Defined Networking).* +*Libraries for working with WebSocket.* -* [Mininet](http://mininet.org/) - A popular network emulator and API written in Python. -* [POX](https://github.com/noxrepo/pox) - An open source development platform for Python-based Software Defined Networking (SDN) control applications, such as OpenFlow SDN controllers. -* [Pyretic](http://frenetic-lang.org/pyretic/) - A member of the Frenetic family of SDN programming languages that provides powerful abstractions over network switches or emulators. -* [SDX Platform](https://github.com/sdn-ixp/internet2award) - SDN based IXP implementation that leverages Mininet, POX and Pyretic. - -## Hardware - -*Libraries for programming with hardware.* - -* [ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/). -* [Pyro](http://pyrorobotics.com/) - Python Robotics. -* [PyUserInput](https://github.com/SavinaRoja/PyUserInput) - A module for cross-platform control of the mouse and keyboard. -* [scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library. -* [wifi](https://github.com/rockymeza/wifi) - A Python library and command line tool for working with WiFi on Linux. -* [Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc. - -## Compatibility - -*Libraries for migrating from Python 2 to 3.* - -* [Python-Future](http://python-future.org/index.html) - The missing compatibility layer between Python 2 and Python 3. -* [Python-Modernize](https://github.com/mitsuhiko/python-modernize) - Modernizes Python code for eventual Python 3 migration. -* [Six](https://pypi.python.org/pypi/six) - Python 2 and 3 compatibility utilities. - -## Miscellaneous - -*Useful libraries or tools that don't fit in the categories above.* - -* [blinker](https://github.com/jek/blinker) - A fast Python in-process signal/event dispatching system. -* [itsdangerous](https://github.com/pallets/itsdangerous) - Various helpers to pass trusted data to untrusted environments. -* [pluginbase](https://github.com/mitsuhiko/pluginbase) - A simple but flexible plugin system for Python. -* [Pychievements](https://github.com/PacketPerception/pychievements) - A framework for creating and tracking achievements. -* [Tryton](http://www.tryton.org/) - A general purpose business framework. - -## Algorithms and Design Patterns - -*Python implementation of algorithms and design patterns.* - -* [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. -* [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. -* [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. - -## Editor Plugins - -*Plugins for editors and IDEs.* - -* Emacs - * [Elpy](https://github.com/jorgenschaefer/elpy) - Emacs Python Development Environment. -* Sublime Text - * [SublimeJEDI](https://github.com/srusskih/SublimeJEDI) - A Sublime Text plugin to the awesome auto-complete library Jedi. - * [Anaconda](https://github.com/DamnWidget/anaconda) - Anaconda turns your Sublime Text 3 in a full featured Python development IDE. -* Vim - * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine 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. -* Visual Studio - * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. - -## IDEs - -*Popular Python IDEs.* - -* [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. -* [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. -* [Spyder](https://github.com/spyder-ide/spyder) - Open Source Python IDE. +* [AutobahnPython](https://github.com/crossbario/autobahn-python) - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html). +* [Crossbar](https://github.com/crossbario/crossbar/) - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn). +* [django-socketio](https://github.com/stephenmcd/django-socketio) - WebSockets for Django. +* [WebSocket-for-Python](https://github.com/Lawouach/WebSocket-for-Python) - WebSocket client and server library for Python 2 and 3 as well as PyPy. # Services @@ -1197,15 +1184,15 @@ Online tools and APIs to simplify development. *See: [awesome-CIandCD](https://github.com/ciandcd/awesome-ciandcd#online-build-system).* -* [Travis CI](https://travis-ci.org) - A popular CI service for your open source and [private](https://travis-ci.com) projects. (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) * [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. ## Code Quality -* [Codecov](https://codecov.io/) - Code coverage dashboard. * [Codacy](https://www.codacy.com/) - Automated Code Review to ship better code, faster. Free for Open Source. +* [Codecov](https://codecov.io/) - Code coverage dashboard. * [Landscape](https://landscape.io/) - Hosted continuous Python code metrics. * [QuantifiedCode](https://www.quantifiedcode.com/) - A data-driven, automated, continuous code review tool. @@ -1215,17 +1202,17 @@ Where to discover new Python libraries. ## Websites -* [r/Python](https://www.reddit.com/r/python) * [/r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/) +* [/r/Python](https://www.reddit.com/r/python) +* [Awesome Python @LibHunt](http://python.libhunt.com) * [Django Packages](https://www.djangopackages.com/) * [Full Stack Python](https://www.fullstackpython.com/) +* [PyPI Ranking](http://pypi-ranking.info/alltime) * [Python 3 Wall of Superpowers](http://python3wos.appspot.com/) * [Python Hackers](http://pythonhackers.com/open-source/) * [Python ZEEF](https://python.zeef.com/alan.richmond) -* [Trending Python repositories on GitHub today](https://github.com/trending?l=python) -* [PyPI Ranking](http://pypi-ranking.info/alltime) -* [Awesome Python @LibHunt](http://python.libhunt.com) * [Python 开发社区](http://python.ctolib.com) +* [Trending Python repositories on GitHub today](https://github.com/trending?l=python) ## Weekly @@ -1234,6 +1221,11 @@ Where to discover new Python libraries. * [Pycoder's Weekly](http://pycoders.com/) * [Python Weekly](http://www.pythonweekly.com/) +## Podcasts + +* [Podcast.init](http://podcastinit.com/) +* [Talk Python To Me](https://talkpython.fm/) + ## Twitter * [@codetengu](https://twitter.com/codetengu) @@ -1245,23 +1237,18 @@ Where to discover new Python libraries. * [@pythontrending](https://twitter.com/pythontrending) * [@PythonWeekly](https://twitter.com/PythonWeekly) -## Podcasts - -* [Podcast.init](http://podcastinit.com/) -* [Talk Python To Me](https://talkpython.fm/) - # Other Awesome Lists List of lists. +* Monty + * [awesome](https://github.com/sindresorhus/awesome) + * [lists](https://github.com/jnv/lists) * Python * [pycrumbs](https://github.com/kirang89/pycrumbs) * [python-github-projects](https://github.com/checkcheckzz/python-github-projects) * [python_reference](https://github.com/rasbt/python_reference) * [pythonidae](https://github.com/svaksha/pythonidae) -* Monty - * [awesome](https://github.com/sindresorhus/awesome) - * [lists](https://github.com/jnv/lists) # Contributing From f526206cd13489254ece2e0b6e84e2f6dceffcf0 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sat, 12 Nov 2016 22:34:01 +0800 Subject: [PATCH 22/62] sort --- README.md | 36 ++++++++++++++++++------------------ 1 file changed, 18 insertions(+), 18 deletions(-) diff --git a/README.md b/README.md index 5db01c2e..fae71e05 100644 --- a/README.md +++ b/README.md @@ -91,10 +91,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Code Quality](#code-quality) - [Continuous Integration](#continuous-integration) - [Resources](#resources) - - [Websites](#websites) - - [Weekly](#weekly) - [Podcasts](#podcasts) - [Twitter](#twitter) + - [Websites](#websites) + - [Weekly](#weekly) - [Other Awesome Lists](#other-awesome-lists) - [Contributing](#contributing) @@ -1200,6 +1200,22 @@ Online tools and APIs to simplify development. Where to discover new Python libraries. +## Podcasts + +* [Podcast.init](http://podcastinit.com/) +* [Talk Python To Me](https://talkpython.fm/) + +## Twitter + +* [@codetengu](https://twitter.com/codetengu) +* [@getpy](https://twitter.com/getpy) +* [@importpython](https://twitter.com/importpython) +* [@planetpython](https://twitter.com/planetpython) +* [@pycoders](https://twitter.com/pycoders) +* [@pypi](https://twitter.com/pypi) +* [@pythontrending](https://twitter.com/pythontrending) +* [@PythonWeekly](https://twitter.com/PythonWeekly) + ## Websites * [/r/CoolGithubProjects](https://www.reddit.com/r/coolgithubprojects/) @@ -1221,22 +1237,6 @@ Where to discover new Python libraries. * [Pycoder's Weekly](http://pycoders.com/) * [Python Weekly](http://www.pythonweekly.com/) -## Podcasts - -* [Podcast.init](http://podcastinit.com/) -* [Talk Python To Me](https://talkpython.fm/) - -## Twitter - -* [@codetengu](https://twitter.com/codetengu) -* [@getpy](https://twitter.com/getpy) -* [@importpython](https://twitter.com/importpython) -* [@planetpython](https://twitter.com/planetpython) -* [@pycoders](https://twitter.com/pycoders) -* [@pypi](https://twitter.com/pypi) -* [@pythontrending](https://twitter.com/pythontrending) -* [@PythonWeekly](https://twitter.com/PythonWeekly) - # Other Awesome Lists List of lists. From 25e142b6aa5afc05e4fb2dfce81e9a2a49f0933b Mon Sep 17 00:00:00 2001 From: Roger Date: Sat, 12 Nov 2016 11:55:51 -0500 Subject: [PATCH 23/62] Adds VSCode and Python ext --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index fae71e05..146acedf 100644 --- a/README.md +++ b/README.md @@ -508,6 +508,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [YouCompleteMe](https://github.com/Valloric/YouCompleteMe) - Includes [Jedi](https://github.com/davidhalter/jedi)-based completion engine for Python. * Visual Studio * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. +* Visual Studio Code + * [Python](https://github.com/DonJayamanne/pythonVSCode) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, and refactoring. * IDE * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. From 675c429278eb14c8fb0c9eb49551f19facb63139 Mon Sep 17 00:00:00 2001 From: Roger Date: Sat, 12 Nov 2016 17:59:03 -0500 Subject: [PATCH 24/62] Updated description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 146acedf..b35ea434 100644 --- a/README.md +++ b/README.md @@ -509,7 +509,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * Visual Studio * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. * Visual Studio Code - * [Python](https://github.com/DonJayamanne/pythonVSCode) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, and refactoring. + * [Python](https://github.com/DonJayamanne/pythonVSCode) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. * IDE * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. From a12e9165078fc01b26b7a251bd186ce380a6abc5 Mon Sep 17 00:00:00 2001 From: Roger Date: Sun, 13 Nov 2016 03:25:45 -0500 Subject: [PATCH 25/62] Adds MagicPython --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b35ea434..4b82de8a 100644 --- a/README.md +++ b/README.md @@ -510,6 +510,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. * Visual Studio Code * [Python](https://github.com/DonJayamanne/pythonVSCode) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. + * [Magic Python](https://github.com/MagicStack/MagicPython) - Cutting edge Python syntax highlighter for Visual Studio Code. Used by GitHub to highlight your Python code! * IDE * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. From 40c422dfb93b7f286464633e15bd147f40a0f5c8 Mon Sep 17 00:00:00 2001 From: Michael Kennedy Date: Sun, 13 Nov 2016 22:45:37 -0800 Subject: [PATCH 26/62] Added talk python twitter, and python bytes podcast --- README.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/README.md b/README.md index b35ea434..110841d1 100644 --- a/README.md +++ b/README.md @@ -1206,6 +1206,7 @@ Where to discover new Python libraries. * [Podcast.init](http://podcastinit.com/) * [Talk Python To Me](https://talkpython.fm/) +* [Python Bytes](https://pythonbytes.fm) ## Twitter @@ -1217,6 +1218,7 @@ Where to discover new Python libraries. * [@pypi](https://twitter.com/pypi) * [@pythontrending](https://twitter.com/pythontrending) * [@PythonWeekly](https://twitter.com/PythonWeekly) +* [@TalkPython](https://twitter.com/talkpython) ## Websites @@ -1238,6 +1240,7 @@ Where to discover new Python libraries. * [Import Python Newsletter](http://importpython.com/newsletter/) * [Pycoder's Weekly](http://pycoders.com/) * [Python Weekly](http://www.pythonweekly.com/) +* [Python Bytes](https://pythonbytes.fm) # Other Awesome Lists From 8ee45cf4730ca8681cc9b178635b5c0d1338a32f Mon Sep 17 00:00:00 2001 From: tylerlaberge Date: Thu, 17 Nov 2016 23:59:33 -0500 Subject: [PATCH 27/62] updated pypattyrn description --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 23eeb233..f43ca831 100644 --- a/README.md +++ b/README.md @@ -1153,7 +1153,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. * [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. -* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - Design Pattern Templates for Python. +* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. ## Editor Plugins From 62fadd1c0a23f0241e02a69a67709cdcd857ed69 Mon Sep 17 00:00:00 2001 From: tylerlaberge Date: Fri, 18 Nov 2016 00:15:13 -0500 Subject: [PATCH 28/62] Added PyPattyrn to design patterns sections. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b35ea434..c622a334 100644 --- a/README.md +++ b/README.md @@ -119,6 +119,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. * [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. +* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. ## Anti-spam From bd895b971fc1028bb44be1f0c4aa8ea7ae98c0a5 Mon Sep 17 00:00:00 2001 From: tylerlaberge Date: Fri, 18 Nov 2016 01:31:54 -0500 Subject: [PATCH 29/62] Added PyPattyrn to design patterns sections. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c622a334..68e10fa4 100644 --- a/README.md +++ b/README.md @@ -117,9 +117,9 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Python implementation of algorithms and design patterns.* * [algorithms](https://github.com/nryoung/algorithms) - A module of algorithms for Python. +* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. * [python-patterns](https://github.com/faif/python-patterns) - A collection of design patterns in Python. * [sortedcontainers](http://www.grantjenks.com/docs/sortedcontainers/) - Fast, pure-Python implementation of SortedList, SortedDict, and SortedSet types. -* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns. ## Anti-spam From 617222e213b0aff62752000df5c98eed93a3edcc Mon Sep 17 00:00:00 2001 From: preactive Date: Mon, 5 Dec 2016 13:20:38 -0800 Subject: [PATCH 30/62] Added Web2py to Web Frameworks --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 68e10fa4..9866eb17 100644 --- a/README.md +++ b/README.md @@ -1169,6 +1169,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) * [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. * [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. +* [Web2py](http://http://www.web2py.com/) - Full-stack enterprise framework for secure database-driven web-based applications. + * [GitHub Web2py](https://github.com/web2py) ## WebSocket From 8439a7dd695eb59a516e7442fb6c9df8497bb4c2 Mon Sep 17 00:00:00 2001 From: preactive Date: Mon, 5 Dec 2016 13:39:55 -0800 Subject: [PATCH 31/62] Added Web2py's pyDAL database ORM Added pyDAL to ## ORM * Relational Databases section. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 9866eb17..9a1d2890 100644 --- a/README.md +++ b/README.md @@ -816,6 +816,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [awesome-sqlalchemy](https://github.com/dahlia/awesome-sqlalchemy) * [Peewee](https://github.com/coleifer/peewee) - A small, expressive ORM. * [PonyORM](https://ponyorm.com/) - ORM that provides a generator-oriented interface to SQL. + * [pyDAL](https://github.com/web2py/pydal/) - A pure Python Database Abstraction Layer. * [python-sql](https://pypi.python.org/pypi/python-sql) - Write SQL queries pythonically. * NoSQL Databases * [django-mongodb-engine](https://github.com/django-nonrel/mongodb-engine) - Django MongoDB Backend. From 308e3cb47b0984f8fd2370af339777e0c36ecb46 Mon Sep 17 00:00:00 2001 From: Vinta Date: Wed, 14 Dec 2016 01:24:54 +0800 Subject: [PATCH 32/62] remove django-oauth2-provider Fix #789 --- README.md | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/README.md b/README.md index 68e10fa4..70aafed6 100644 --- a/README.md +++ b/README.md @@ -168,8 +168,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * OAuth * [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." - * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Djangonauts. - * [django-oauth2-provider](https://github.com/caffeinehit/django-oauth2-provider) - Providing OAuth2 access to Django app. + * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Django. * [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. * [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. * [python-oauth2](https://github.com/joestump/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. From 16fcb9a67e382785656b17d1cc984aa18cc6a6c4 Mon Sep 17 00:00:00 2001 From: Vinta Date: Wed, 14 Dec 2016 01:25:26 +0800 Subject: [PATCH 33/62] fix typo --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 70aafed6..903e60fa 100644 --- a/README.md +++ b/README.md @@ -168,7 +168,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * OAuth * [Authomatic](http://peterhudec.github.io/authomatic/) - Simple but powerful framework agnostic authentication/authorization client. * [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works." - * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth2 goodies for the Django. + * [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth 2 goodies for Django. * [Flask-OAuthlib](https://github.com/lepture/flask-oauthlib) - OAuth 1.0/a, 2.0 implementation of client and provider for Flask. * [OAuthLib](https://github.com/idan/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic. * [python-oauth2](https://github.com/joestump/python-oauth2) - A fully tested, abstract interface to creating OAuth clients and servers. From 6e52f029493f984e2d7c0df9c21c9fc9c4485da6 Mon Sep 17 00:00:00 2001 From: Vinta Date: Wed, 14 Dec 2016 01:28:27 +0800 Subject: [PATCH 34/62] add nose2 Fix #785 --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 903e60fa..95f9e070 100644 --- a/README.md +++ b/README.md @@ -1013,7 +1013,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * Testing Frameworks * [hypothesis](https://github.com/HypothesisWorks/hypothesis-python) - Hypothesis is an advanced Quickcheck style property based testing library. * [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. * [pytest](http://pytest.org/latest/) - A mature full-featured Python testing tool. * [Robot Framework](https://github.com/robotframework/robotframework) - A generic test automation framework. * [unittest](https://docs.python.org/2/library/unittest.html) - (Python standard library) Unit testing framework. From af37499764bd0f68c65598c8c583d9cb7f8b4692 Mon Sep 17 00:00:00 2001 From: Daniel Schep Date: Thu, 15 Dec 2016 19:06:24 -0500 Subject: [PATCH 35/62] Switch boto to boto3 Boto3 is the current up to date version of boto. Despite what the name implies, it is also python 2.6 and 2.7 compatible. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 95f9e070..41ed46f1 100644 --- a/README.md +++ b/README.md @@ -1084,7 +1084,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for accessing third party services APIs. See: [List of Python API Wrappers and Libraries](https://github.com/realpython/list-of-python-api-wrappers).* * [apache-libcloud](https://libcloud.apache.org/) - One Python library for all clouds. -* [boto](https://github.com/boto/boto) - Python interface to Amazon Web Services. +* [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. * [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 From b3197ea138af9cb2a0b0dfe2d9cccf79fcabddba Mon Sep 17 00:00:00 2001 From: nvdv Date: Sat, 17 Dec 2016 13:22:28 +0300 Subject: [PATCH 36/62] Add vprof to profilers section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 41ed46f1..d9cc1086 100644 --- a/README.md +++ b/README.md @@ -421,6 +421,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. + * [vprof](https://github.com/nvdv/vprof) - Visual Python profiler. * Others * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. From 050bcd0d37907d47c95986201dc79a47631f7df4 Mon Sep 17 00:00:00 2001 From: Abhinav Sharma Date: Sun, 18 Dec 2016 19:43:04 +0530 Subject: [PATCH 37/62] Updated the High Performance node This commit adds the Pyjion implementation headed by the Microsoft team. Hope you add this one soon :+1: --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 41ed46f1..086fe2d8 100644 --- a/README.md +++ b/README.md @@ -665,6 +665,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. * [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. * [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. +* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR * [Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. ## Imagery From 6aa55bc9aa8b768e5e5c7fddd93f6a31c4657a8a Mon Sep 17 00:00:00 2001 From: Roger Date: Wed, 21 Dec 2016 11:32:04 -0500 Subject: [PATCH 38/62] Add mention of other IDEs --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 4b82de8a..73e0bd46 100644 --- a/README.md +++ b/README.md @@ -510,7 +510,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PTVS](https://github.com/Microsoft/PTVS) - Python Tools for Visual Studio. * Visual Studio Code * [Python](https://github.com/DonJayamanne/pythonVSCode) - An extension with rich support for the Python language, with features including linting, IntelliSense, formatting, refactoring, debugging, unit tests, and jupyter support. - * [Magic Python](https://github.com/MagicStack/MagicPython) - Cutting edge Python syntax highlighter for Visual Studio Code. Used by GitHub to highlight your Python code! + * [Magic Python](https://github.com/MagicStack/MagicPython) - Cutting edge Python syntax highlighter for Sublime Text, Atom, and Visual Studio Code. Used by GitHub to highlight your Python code! * IDE * [LiClipse](http://www.liclipse.com/) - Free polyglot IDE based on Eclipse. Uses PyDev for Python support. * [PyCharm](https://www.jetbrains.com/pycharm/) - Commercial Python IDE by JetBrains. Has free community edition available. From b7e81cc4abb1e299d38a44eb2bd8fc7c96ba97b1 Mon Sep 17 00:00:00 2001 From: Kiseok Kim Date: Thu, 22 Dec 2016 19:16:18 +0900 Subject: [PATCH 39/62] fix a broken link. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2ae8b40c..7db23886 100644 --- a/README.md +++ b/README.md @@ -58,7 +58,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [MapReduce](#mapreduce) - [Miscellaneous](#miscellaneous) - [Natural Language Processing](#natural-language-processing) - - [Network Virtualization](#network-virtualization-and-sdn) + - [Network Virtualization](#network-virtualization) - [Networking](#networking) - [News Feed](#news-feed) - [ORM](#orm) From ad1a3e58a3097c555ebd11d2aa2b30712806b86a Mon Sep 17 00:00:00 2001 From: Vinta Date: Sat, 7 Jan 2017 20:08:11 +0800 Subject: [PATCH 40/62] add lptrace to Debugger section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 28b27d76..ad42418d 100644 --- a/README.md +++ b/README.md @@ -413,6 +413,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [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. * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). + * [lptrace](https://github.com/khamidou/lptrace) - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. * [pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. * [remote-pdb](https://github.com/ionelmc/python-remote-pdb) - Remote vanilla PDB (over TCP sockets). From 7a097fe5983216c6b70c58db21e50d44cdb162b8 Mon Sep 17 00:00:00 2001 From: Vinta Date: Sat, 7 Jan 2017 20:25:14 +0800 Subject: [PATCH 41/62] refine categories --- README.md | 21 ++++++++++----------- 1 file changed, 10 insertions(+), 11 deletions(-) diff --git a/README.md b/README.md index ad42418d..ad601062 100644 --- a/README.md +++ b/README.md @@ -408,26 +408,25 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for debugging code.* -* Debugger - * [django-debug-toolbar](https://github.com/django-debug-toolbar/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. - * [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask. - * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/2/library/pdb.html). - * [lptrace](https://github.com/khamidou/lptrace) - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. +* pdb-like Debugger + * [ipdb](https://pypi.python.org/pypi/ipdb) - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html). + * [pdb++](https://pypi.python.org/pypi/pdbpp/) - Another drop-in replacement for pdb. * [pudb](https://pypi.python.org/pypi/pudb) - A full-screen, console-based Python debugger. - * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. * [remote-pdb](https://github.com/ionelmc/python-remote-pdb) - Remote vanilla PDB (over TCP sockets). * [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets. - * [winpdb](http://winpdb.org/) - A Python Debugger with GUI, capable of remote debugging based on `rpdb2`. * Profiler * [line_profiler](https://github.com/rkern/line_profiler) - Line-by-line profiling. * [memory_profiler](https://github.com/fabianp/memory_profiler) - Monitor Memory usage of Python code. * [profiling](https://github.com/what-studio/profiling) - An interactive Python profiler. * Others + * [django-debug-toolbar](https://github.com/django-debug-toolbar/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. + * [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. - * [manhole](https://github.com/ionelmc/python-manhole) - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. + * [lptrace](https://github.com/khamidou/lptrace) - [strace](http://man7.org/linux/man-pages/man1/strace.1.html) for Python programs. + * [manhole](https://github.com/ionelmc/python-manhole) - Debug service that will accept unix domain socket connections and present the stacktraces for all threads and an interactive prompt. * [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information. - * [python-statsd](https://github.com/WoLpH/python-statsd) - Python Client for the [statsd](https://github.com/etsy/statsd/) server. + * [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes. ## Deep Learning @@ -670,7 +669,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. * [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. * [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR +* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR. * [Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. ## Imagery From 86e2da0dfa2fa9c191b763a77f7cc329685bd62b Mon Sep 17 00:00:00 2001 From: thinwybk Date: Tue, 10 Jan 2017 19:52:09 +0100 Subject: [PATCH 42/62] change: resolve merge conflicts --- README.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/README.md b/README.md index f744160c..61166af0 100644 --- a/README.md +++ b/README.md @@ -5,6 +5,12 @@ A curated list of awesome Python frameworks, libraries, software and resources. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) + - [Admin Panels](#admin-panels) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [Anti-spam](#anti-spam) + - [Asset Management](#asset-management) + - [Audio](#audio) + - [Authentication](#authentication) - [Build Tools](#build-tools) - [Caching](#caching) - [ChatOps Tools](#chatops-tools) From 3d8a5b9c4bb67621d0414d3370fc0541c9c92791 Mon Sep 17 00:00:00 2001 From: thinwybk Date: Tue, 10 Jan 2017 19:52:46 +0100 Subject: [PATCH 43/62] change: format cleanup --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 61166af0..33415a34 100644 --- a/README.md +++ b/README.md @@ -5,11 +5,11 @@ A curated list of awesome Python frameworks, libraries, software and resources. Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Awesome Python](#awesome-python) - - [Admin Panels](#admin-panels) - - [Algorithms and Design Patterns](#algorithms-and-design-patterns) - - [Anti-spam](#anti-spam) - - [Asset Management](#asset-management) - - [Audio](#audio) + - [Admin Panels](#admin-panels) + - [Algorithms and Design Patterns](#algorithms-and-design-patterns) + - [Anti-spam](#anti-spam) + - [Asset Management](#asset-management) + - [Audio](#audio) - [Authentication](#authentication) - [Build Tools](#build-tools) - [Caching](#caching) From d26f94ba375197f03dfb7f038c3021a08acc0a92 Mon Sep 17 00:00:00 2001 From: thinwybk Date: Tue, 10 Jan 2017 19:58:19 +0100 Subject: [PATCH 44/62] add: grumpy https://opensource.googleblog.com/2017/01/grumpy-go-running-python.html --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 33415a34..809a96bd 100644 --- a/README.md +++ b/README.md @@ -696,6 +696,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [CLPython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp. * [CPython](https://hg.python.org/cpython) - **Default, most widely used implementation of the Python programming language written in C.** +* [Grumpy](http://grump.io) - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). * [IronPython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono. * [Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the Java virtual machine (JVM). * [MicroPython](https://github.com/micropython/micropython) - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems From 192305d6aebdea2ddf2e5b386ebab6a9d11d6707 Mon Sep 17 00:00:00 2001 From: thinwybk Date: Wed, 11 Jan 2017 20:19:34 +0100 Subject: [PATCH 45/62] change: merged section "High Performance" into "Implementations" --- README.md | 21 ++++++--------------- 1 file changed, 6 insertions(+), 15 deletions(-) diff --git a/README.md b/README.md index 809a96bd..c7d637aa 100644 --- a/README.md +++ b/README.md @@ -46,7 +46,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). - [Geolocation](#geolocation) - [GUI](#gui) - [Hardware](#hardware) - - [High Performance](#high-performance) - [HTML Manipulation](#html-manipulation) - [HTTP](#http) - [Imagery](#imagery) @@ -661,18 +660,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library. * [wifi](https://github.com/rockymeza/wifi) - A Python library and command line tool for working with WiFi on Linux. -## High Performance - -*Libraries for making Python faster.* - -* [Cython](http://cython.org/) - Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. -* [Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. -* [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. -* [PyPy](http://pypy.org/) - An implementation of Python in Python. The interpreter uses black magic to make Python very fast without having to add in additional type information. -* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. -* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR. -* [Stackless Python](https://bitbucket.org/stackless-dev/stackless/overview) - An enhanced version of the Python. - ## Imagery *Libraries for manipulating images.* @@ -695,13 +682,17 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Implementations of Python.* * [CLPython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp. -* [CPython](https://hg.python.org/cpython) - **Default, most widely used implementation of the Python programming language written in C.** +* [CPython](https://hg.python.org/cpython) - **Default, most widely used implementation of the Python programming language written in C.** Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. * [Grumpy](http://grump.io) - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). * [IronPython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono. * [Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the Java virtual machine (JVM). * [MicroPython](https://github.com/micropython/micropython) - MicroPython - a lean and efficient Python programming language implementation for microcontrollers and constrained systems -* [PyPy](https://bitbucket.org/pypy/pypy) - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. +* [Numba](http://numba.pydata.org/) - Python JIT complier to LLVM aimed at scientific Python. +* [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python. Can be used as inline assembler for Python or as a stand-alone assembler for Windows, Linux, OS X, Native Client and Go. +* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR. +* [PyPy](https://bitbucket.org/pypy/pypy) - Implementation of the Python programming language written in RPython and translated into C. PyPy focuses on speed, efficiency and compatibility with the original CPython interpreter. The interpreter uses black magic to make Python very fast without having to add in additional type information. * [PySec](https://github.com/ebranca/owasp-pysec) - Hardened version of python that makes it easier for security professionals and developers to write applications more resilient to attacks and manipulations. +* [Pyston](https://github.com/dropbox/pyston) - A Python implementation built using LLVM and modern JIT techniques with the goal of achieving good performance. * [Stackless Python](https://bitbucket.org/stackless-dev/stackless/wiki/Home) - An enhanced version of the Python programming language which allows programmers to reap the benefits of thread-based programming without the performance and complexity problems associated with conventional threads. ## Interactive Interpreter From ae665652b12b1dd59a62082b4ce0578125fb3acb Mon Sep 17 00:00:00 2001 From: Gaeulbyul Date: Sat, 14 Jan 2017 10:49:13 +0900 Subject: [PATCH 46/62] Fix mutagen link to Github mutagen moved from Bitbucket (https://bitbucket.org/lazka/mutagen) to Github (https://github.com/quodlibet/mutagen) --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c7d637aa..7d9f0178 100644 --- a/README.md +++ b/README.md @@ -154,7 +154,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [id3reader](http://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. * [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support. -* [mutagen](https://bitbucket.org/lazka/mutagen) - A Python module to handle audio metadata. +* [mutagen](https://github.com/quodlibet/mutagen) - A Python module to handle audio metadata. * [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. * [talkbox](http://scikits.appspot.com/talkbox) - A Python library for speech/signal processing. From 91ce81d543060cfd037e7b66a875521e0d6a805c Mon Sep 17 00:00:00 2001 From: robinxb Date: Mon, 16 Jan 2017 14:42:26 +0800 Subject: [PATCH 47/62] logbook url change --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7d9f0178..295a20df 100644 --- a/README.md +++ b/README.md @@ -729,7 +729,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for generating and working with logs.* * [Eliot](https://github.com/ClusterHQ/eliot) - Logging for complex & distributed systems. -* [logbook](http://pythonhosted.org/Logbook/) - 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. * [Raven](https://github.com/getsentry/raven-python) - The Python client for Sentry. * [Sentry](https://pypi.python.org/pypi/sentry) - A realtime logging and aggregation server. From df87810057544f1a31f084cd9bbc94e65d1fa212 Mon Sep 17 00:00:00 2001 From: conradlink Date: Fri, 27 Jan 2017 08:24:57 -0500 Subject: [PATCH 48/62] Remove pycrypto (vinta/awesome-python#819) It appears pycrypto is no longer maintained and has known vulnerabilities, see: dlitz/pycrypto#176 dlitz/pycrypto#173 Appears that larger projects (paramiko, ansible, twisted) have moved over to PyCA's cryptography, which is already on the list. --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index de96f55e..3af35624 100644 --- a/README.md +++ b/README.md @@ -314,7 +314,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [hashids](https://github.com/davidaurelio/hashids-python) - Implementation of [hashids](http://hashids.org) in Python. * [Paramiko](http://www.paramiko.org/) - A Python (2.6+, 3.3+) implementation of the SSHv2 protocol, providing both client and server functionality. * [Passlib](https://pythonhosted.org/passlib/) - Secure password storage/hashing library, very high level. -* [PyCrypto](https://www.dlitz.net/software/pycrypto/) - The Python Cryptography Toolkit. * [PyNacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library. ## Data Analysis From 8af855ddd664ee858cdea91d0645ad0eb674ccde Mon Sep 17 00:00:00 2001 From: Michael Messmer Date: Fri, 27 Jan 2017 13:21:03 -0800 Subject: [PATCH 49/62] Fixed dup http:// fixed as @Dith3r pointed out --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 9a1d2890..107d8c69 100644 --- a/README.md +++ b/README.md @@ -1170,7 +1170,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [awesome-pyramid](https://github.com/uralbash/awesome-pyramid) * [Tornado](http://www.tornadoweb.org/en/latest/) - A Web framework and asynchronous networking library. * [TurboGears](http://www.turbogears.org/) - A microframework that can scale up to a full stack solution. -* [Web2py](http://http://www.web2py.com/) - Full-stack enterprise framework for secure database-driven web-based applications. +* [Web2py](http://www.web2py.com/) - Full-stack enterprise framework for secure database-driven web-based applications. * [GitHub Web2py](https://github.com/web2py) ## WebSocket From 9f161deb04f4716810374912cb04b997b70f802e Mon Sep 17 00:00:00 2001 From: Nicolas HUG Date: Mon, 30 Jan 2017 11:10:32 +0100 Subject: [PATCH 50/62] Add surprise --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3af35624..b718848c 100644 --- a/README.md +++ b/README.md @@ -742,6 +742,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. * [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). * [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. +* [surprise](http://surpriselib.com) - A scikit for building and analyzing recommender systems. * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). ## MapReduce From f1b462421c291249b11afb8d0be5d94cd93b602b Mon Sep 17 00:00:00 2001 From: Yeison Vargas Date: Mon, 30 Jan 2017 12:25:16 -0500 Subject: [PATCH 51/62] Adding Pytorch: deep learning framework that puts Python first. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 3af35624..2f5e6f75 100644 --- a/README.md +++ b/README.md @@ -436,6 +436,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. * [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. * [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation. +* [Pytorch](http://pytorch.org/) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. ## DevOps Tools From 95a64f856ca18c082c039b9affa062556b159971 Mon Sep 17 00:00:00 2001 From: Yeison Vargas Date: Tue, 31 Jan 2017 12:14:25 -0500 Subject: [PATCH 52/62] Fixing wrong order in Deep Learning section (My fault). --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 2f5e6f75..96a68712 100644 --- a/README.md +++ b/README.md @@ -434,9 +434,9 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [Caffe](https://github.com/BVLC/caffe) - A fast open framework for deep learning.. * [Keras](https://github.com/fchollet/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. * [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. +* [Pytorch](http://pytorch.org/) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. * [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. * [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation. -* [Pytorch](http://pytorch.org/) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. ## DevOps Tools From e22c3fa8f4e2d2b112dc2c1df8fd420050723885 Mon Sep 17 00:00:00 2001 From: Jonathan Hong Date: Wed, 1 Feb 2017 20:43:15 -0800 Subject: [PATCH 53/62] Resolve Issue #821 Added xgboost library --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 5dc6cf1d..6dbc5d1a 100644 --- a/README.md +++ b/README.md @@ -745,6 +745,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [surprise](http://surpriselib.com) - A scikit for building and analyzing recommender systems. * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). +* [xgboost](https://github.com/dmlc/xgboost) - A scalable, portable, and distributed gradient boosting Library ## MapReduce From 2a07c9155c79b88d8407522eb74f536f5caaebc9 Mon Sep 17 00:00:00 2001 From: Jonathan Hong Date: Wed, 1 Feb 2017 20:46:58 -0800 Subject: [PATCH 54/62] Resolved Issue #821 Included period at the end --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 6dbc5d1a..9bbafe47 100644 --- a/README.md +++ b/README.md @@ -745,7 +745,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [surprise](http://surpriselib.com) - A scikit for building and analyzing recommender systems. * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). -* [xgboost](https://github.com/dmlc/xgboost) - A scalable, portable, and distributed gradient boosting Library +* [xgboost](https://github.com/dmlc/xgboost) - A scalable, portable, and distributed gradient boosting library. ## MapReduce From 1c1cd316cc27e465567ffef69afc8bbd0d7d9589 Mon Sep 17 00:00:00 2001 From: Vinta Date: Fri, 3 Feb 2017 04:25:25 +0800 Subject: [PATCH 55/62] add LightFM to Machine Learning section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index aece2d05..4bac723e 100644 --- a/README.md +++ b/README.md @@ -740,6 +740,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for Machine Learning. See: [awesome-machine-learning](https://github.com/josephmisiti/awesome-machine-learning#python).* * [gensim](https://github.com/piskvorky/gensim) - Topic Modelling for Humans. +* [LightFM](https://github.com/lyst/lightfm) - A Python implementation of a number of popular recommendation algorithms. * [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. * [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). From d1891084a3373671cccf3bfa6bccaead2a9a1341 Mon Sep 17 00:00:00 2001 From: Vinta Date: Wed, 15 Feb 2017 11:42:13 +0800 Subject: [PATCH 56/62] add mxnet to Deep Learning section --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 4bac723e..cb847975 100644 --- a/README.md +++ b/README.md @@ -434,6 +434,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [Caffe](https://github.com/BVLC/caffe) - A fast open framework for deep learning.. * [Keras](https://github.com/fchollet/keras) - A high-level neural networks library and capable of running on top of either TensorFlow or Theano. +* [MXNet](https://github.com/dmlc/mxnet) - A deep learning framework designed for both efficiency and flexibility. * [Neupy](http://neupy.com/pages/home.html) - Running and testing different Artificial Neural Networks algorithms. * [Pytorch](http://pytorch.org/) - Tensors and Dynamic neural networks in Python with strong GPU acceleration. * [TensorFlow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google. From 4a3b30c312a982812453dafd7f23d4ff119a9467 Mon Sep 17 00:00:00 2001 From: Ravi kumar Date: Wed, 22 Feb 2017 14:54:08 +0530 Subject: [PATCH 57/62] Added forex-python Forex Python is a real time Free Foreign exchange rates, currency conversion and Bit Coin to currency conversion. check [Docs](http://forex-python.readthedocs.io/en/latest/usage.html) --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index cb847975..9b5625d8 100644 --- a/README.md +++ b/README.md @@ -498,6 +498,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [merchant](https://github.com/agiliq/merchant) - A Django app to accept payments from various payment processors. * [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. +* [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. ## Editor Plugins and IDEs From c55eb4f0787c3b6bdc6dfdaa9ea809a9d9733ae3 Mon Sep 17 00:00:00 2001 From: green16 Date: Wed, 22 Feb 2017 15:58:02 +0300 Subject: [PATCH 58/62] fix Ajenti --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index cb847975..8c3b3421 100644 --- a/README.md +++ b/README.md @@ -104,7 +104,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for administrative interfaces.* -* [Ajenti](https://github.com/Eugeny/ajenti) - The admin panel your servers deserve. +* [Ajenti](https://github.com/ajenti/ajenti) - The admin panel your servers deserve. * [django-suit](http://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use). * [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies. * [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask. From 2557f542ec4ba5258c34f0e8dbfc203257d3fd16 Mon Sep 17 00:00:00 2001 From: Abner Chen Date: Mon, 13 Mar 2017 01:55:25 +0800 Subject: [PATCH 59/62] Add python fire --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index b8f820d9..7d074e61 100644 --- a/README.md +++ b/README.md @@ -253,6 +253,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [colorama](https://pypi.python.org/pypi/colorama) - Cross-platform colored terminal text. * [docopt](http://docopt.org/) - Pythonic command line arguments parser. * [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line + * [Python-Fire](https://github.com/google/python-fire) - A library for creating command line interfaces (CLIs) from absolutely any Python object. * [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - A Library for building powerful interactive command lines. * Productivity Tools * [aws-cli](https://github.com/aws/aws-cli) - A universal command-line interface for Amazon Web Services. From 978bcebbe4717a97699bb70b1eec6f7448dbd68c Mon Sep 17 00:00:00 2001 From: Josiah Olson Date: Thu, 16 Mar 2017 09:08:01 -0400 Subject: [PATCH 60/62] Update README.md solves issue #820 on vinta:awesome-python --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 7d074e61..da752bef 100644 --- a/README.md +++ b/README.md @@ -746,7 +746,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). * [LightFM](https://github.com/lyst/lightfm) - A Python implementation of a number of popular recommendation algorithms. * [MLlib](http://spark.apache.org/mllib/) - [Apache Spark](http://spark.apache.org/)'s scalable Machine Learning library. * [NuPIC](https://github.com/numenta/nupic) - Numenta Platform for Intelligent Computing. -* [Pylearn2](https://github.com/lisa-lab/pylearn2) - A Machine Learning library based on [Theano](https://github.com/Theano/Theano). * [scikit-learn](http://scikit-learn.org/) - The most popular Python library for Machine Learning. * [surprise](http://surpriselib.com) - A scikit for building and analyzing recommender systems. * [vowpal_porpoise](https://github.com/josephreisinger/vowpal_porpoise) - A lightweight Python wrapper for [Vowpal Wabbit](https://github.com/JohnLangford/vowpal_wabbit/). From fb552ad4a9e35e4dce26bbfff30250ecbe75bee1 Mon Sep 17 00:00:00 2001 From: grun Date: Thu, 30 Mar 2017 17:13:43 -0700 Subject: [PATCH 61/62] Update furl's description: 'A small Python library that makes parsing and manipulating URLs easy'. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index da752bef..afc67221 100644 --- a/README.md +++ b/README.md @@ -1115,7 +1115,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Libraries for parsing URLs.* -* [furl](https://github.com/gruns/furl) - A small Python library that makes manipulating URLs simple. +* [furl](https://github.com/gruns/furl) - A small Python library that makes parsing and manipulating URLs easy. * [purl](https://github.com/codeinthehole/purl) - A simple, immutable URL class with a clean API for interrogation and manipulation. * [pyshorteners](https://github.com/ellisonleao/pyshorteners) - A pure Python URL shortening lib. * [short_url](https://github.com/Alir3z4/python-short_url) - Python implementation for generating Tiny URL and bit.ly-like URLs. From 71380ac2c4324ea3a8325631d3df54a935340fa4 Mon Sep 17 00:00:00 2001 From: rreynold Date: Fri, 31 Mar 2017 14:59:29 -0400 Subject: [PATCH 62/62] Updated URL for CPython CPython source officially moved to GitHub. --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index afc67221..f5693239 100644 --- a/README.md +++ b/README.md @@ -686,7 +686,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php). *Implementations of Python.* * [CLPython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp. -* [CPython](https://hg.python.org/cpython) - **Default, most widely used implementation of the Python programming language written in C.** Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. +* [CPython](https://github.com/python/cpython) - **Default, most widely used implementation of the Python programming language written in C.** Optimizing Static Compiler for Python. Uses type mixins to compile Python into C or C++ modules resulting in large performance gains. * [Grumpy](http://grump.io) - More compiler than interpreter as more powerful CPython2.7 replacement (alpha). * [IronPython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C# targeting the .NET Framework and Mono. * [Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the Java virtual machine (JVM).