mirror of
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Merge branch 'master' into master
This commit is contained in:
Oluwaseyi (Ekpere) Oyewunmi
GitHub
commit
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.github/FUNDING.yml
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vendored
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# These are supported funding model platforms
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open_collective: awesome-python
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451
README.md
451
README.md
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@ -1,6 +1,6 @@
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# Awesome Python [](https://github.com/sindresorhus/awesome)
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||||
A curated list of awesome Python frameworks, libraries, software and resources.
|
||||
An opinionated list of awesome Python frameworks, libraries, software and resources.
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||||
|
||||
Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
||||
|
||||
|
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@ -19,10 +19,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
- [Code Analysis](#code-analysis)
|
||||
- [Command-line Interface Development](#command-line-interface-development)
|
||||
- [Command-line Tools](#command-line-tools)
|
||||
- [Compatibility](#compatibility)
|
||||
- [Computer Vision](#computer-vision)
|
||||
- [Concurrency and Parallelism](#concurrency-and-parallelism)
|
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- [Configuration](#configuration)
|
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- [Configuration Files](#configuration-files)
|
||||
- [Cryptography](#cryptography)
|
||||
- [Data Analysis](#data-analysis)
|
||||
- [Data Validation](#data-validation)
|
||||
|
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@ -37,14 +35,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
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- [Distribution](#distribution)
|
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- [Documentation](#documentation)
|
||||
- [Downloader](#downloader)
|
||||
- [E-commerce](#e-commerce)
|
||||
- [Editor Plugins and IDEs](#editor-plugins-and-ides)
|
||||
- [Email](#email)
|
||||
- [Enterprise Application Integrations](#enterprise-application-integrations)
|
||||
- [Environment Management](#environment-management)
|
||||
- [Files](#file)
|
||||
- [Foreign Function Interface](#foreign-function-interface)
|
||||
- [Forms](#forms)
|
||||
- [File Manipulation](#file-manipulation)
|
||||
- [Functional Programming](#functional-programming)
|
||||
- [Game Development](#game-development)
|
||||
- [Geolocation](#geolocation)
|
||||
|
|
@ -96,10 +90,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
- [WebSocket](#websocket)
|
||||
- [WSGI Servers](#wsgi-servers)
|
||||
- [Resources](#resources)
|
||||
- [Books](#books)
|
||||
- [Newsletters](#newsletters)
|
||||
- [Podcasts](#podcasts)
|
||||
- [Websites](#websites)
|
||||
- [Contributing](#contributing)
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|
||||
---
|
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|
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@ -109,15 +101,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
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*Libraries for administrative interfaces.*
|
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|
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* [ajenti](https://github.com/ajenti/ajenti) - The admin panel your servers deserve.
|
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* [django-grappelli](https://grappelliproject.com/) - A jazzy skin for the Django Admin-Interface.
|
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* [django-jet](https://github.com/geex-arts/django-jet) - Modern responsive template for the Django admin interface with improved functionality.
|
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* [django-suit](https://djangosuit.com/) - Alternative Django Admin-Interface (free only for Non-commercial use).
|
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* [django-xadmin](https://github.com/sshwsfc/xadmin) - Drop-in replacement of Django admin comes with lots of goodies.
|
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* [django-grappelli](https://github.com/sehmaschine/django-grappelli) - A jazzy skin for the Django Admin-Interface.
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* [flask-admin](https://github.com/flask-admin/flask-admin) - Simple and extensible administrative interface framework for Flask.
|
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* [flower](https://github.com/mher/flower) - Real-time monitor and web admin for Celery.
|
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* [jet-bridge](https://github.com/jet-admin/jet-bridge) - Admin panel framework for any application with nice UI (ex Jet Django).
|
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* [wooey](https://github.com/wooey/wooey) - A Django app which creates automatic web UIs for Python scripts.
|
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* [django-jazzmin](https://github.com/farridav/django-jazzmin) - Jazz up your django admin interface, with plenty of things you can easily customise, including a built-in UI customizer.
|
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* [streamlit](https://github.com/streamlit/streamlit) - A framework which lets you build dashboards, generate reports, or create chat apps in minutes.
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|
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## Algorithms and Design Patterns
|
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|
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|
|
@ -127,9 +117,9 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [algorithms](https://github.com/keon/algorithms) - Minimal examples of data structures and algorithms.
|
||||
* [python-ds](https://github.com/prabhupant/python-ds) - A collection of data structure and algorithms for coding interviews.
|
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* [sortedcontainers](https://github.com/grantjenks/python-sortedcontainers) - Fast and pure-Python implementation of sorted collections.
|
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* [TheAlgorithms](https://github.com/TheAlgorithms/Python) - All Algorithms implemented in Python.
|
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* [thealgorithms](https://github.com/TheAlgorithms/Python) - All Algorithms implemented in Python.
|
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* Design Patterns
|
||||
* [PyPattyrn](https://github.com/tylerlaberge/PyPattyrn) - A simple yet effective library for implementing common design patterns.
|
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* [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.
|
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* [transitions](https://github.com/pytransitions/transitions) - A lightweight, object-oriented finite state machine implementation.
|
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|
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|
|
@ -139,14 +129,21 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
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|
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* [daphne](https://github.com/django/daphne) - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
|
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* [uvicorn](https://github.com/encode/uvicorn) - A lightning-fast ASGI server implementation, using uvloop and httptools.
|
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* [hypercorn](https://github.com/pgjones/hypercorn) - An ASGI and WSGI Server based on Hyper libraries and inspired by Gunicorn.
|
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|
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## Asynchronous Programming
|
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|
||||
*Libraries for asynchronous, concurrent and parallel execution. Also see [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio).*
|
||||
|
||||
* [asyncio](https://docs.python.org/3/library/asyncio.html) - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
|
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- [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio)
|
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* [concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables.
|
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* [multiprocessing](https://docs.python.org/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism.
|
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* [trio](https://github.com/python-trio/trio) - A friendly library for async concurrency and I/O.
|
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* [Twisted](https://twistedmatrix.com/trac/) - An event-driven networking engine.
|
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* [twisted](https://github.com/twisted/twisted) - An event-driven networking engine.
|
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* [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast asyncio event loop.
|
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* [eventlet](https://github.com/eventlet/eventlet) - Asynchronous framework with WSGI support.
|
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* [gevent](https://github.com/gevent/gevent) - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
|
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|
||||
## Audio
|
||||
|
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|
|
@ -160,12 +157,12 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [librosa](https://github.com/librosa/librosa) - Python library for audio and music analysis.
|
||||
* [matchering](https://github.com/sergree/matchering) - A library for automated reference audio mastering.
|
||||
* [mingus](http://bspaans.github.io/python-mingus/) - An advanced music theory and notation package with MIDI file and playback support.
|
||||
* [pyAudioAnalysis](https://github.com/tyiannak/pyAudioAnalysis) - Audio feature extraction, classification, segmentation and applications.
|
||||
* [pyaudioanalysis](https://github.com/tyiannak/pyAudioAnalysis) - Audio feature extraction, classification, segmentation and applications.
|
||||
* [pydub](https://github.com/jiaaro/pydub) - Manipulate audio with a simple and easy high level interface.
|
||||
* [TimeSide](https://github.com/Parisson/TimeSide) - Open web audio processing framework.
|
||||
* [timeside](https://github.com/Parisson/TimeSide) - Open web audio processing framework.
|
||||
* Metadata
|
||||
* [beets](https://github.com/beetbox/beets) - A music library manager and [MusicBrainz](https://musicbrainz.org/) tagger.
|
||||
* [eyeD3](https://github.com/nicfit/eyeD3) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
|
||||
* [eyed3](https://github.com/nicfit/eyeD3) - A tool for working with audio files, specifically MP3 files containing ID3 metadata.
|
||||
* [mutagen](https://github.com/quodlibet/mutagen) - A Python module to handle audio metadata.
|
||||
* [tinytag](https://github.com/devsnd/tinytag) - A library for reading music meta data of MP3, OGG, FLAC and Wave files.
|
||||
|
||||
|
|
@ -176,24 +173,21 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* OAuth
|
||||
* [authlib](https://github.com/lepture/authlib) - JavaScript Object Signing and Encryption draft implementation.
|
||||
* [django-allauth](https://github.com/pennersr/django-allauth) - Authentication app for Django that "just works."
|
||||
* [django-oauth-toolkit](https://github.com/evonove/django-oauth-toolkit) - OAuth 2 goodies for Django.
|
||||
* [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.
|
||||
* [django-oauth-toolkit](https://github.com/jazzband/django-oauth-toolkit) - OAuth 2 goodies for Django.
|
||||
* [oauthlib](https://github.com/oauthlib/oauthlib) - A generic and thorough implementation of the OAuth request-signing logic.
|
||||
* JWT
|
||||
* [pyjwt](https://github.com/jpadilla/pyjwt) - JSON Web Token implementation in Python.
|
||||
* [python-jose](https://github.com/mpdavis/python-jose/) - A JOSE implementation in Python.
|
||||
* [python-jwt](https://github.com/davedoesdev/python-jwt) - A module for generating and verifying JSON Web Tokens.
|
||||
|
||||
## Build Tools
|
||||
|
||||
*Compile software from source code.*
|
||||
|
||||
* [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-core) - A console tool to build code with different development platforms.
|
||||
* [bitbake](https://github.com/openembedded/bitbake) - A make-like build tool for embedded Linux.
|
||||
* [buildout](https://github.com/buildout/buildout) - A build system for creating, assembling and deploying applications from multiple parts.
|
||||
* [platformio](https://github.com/platformio/platformio-core) - A console tool to build code with different development platforms.
|
||||
* [pybuilder](https://github.com/pybuilder/pybuilder) - A continuous build tool written in pure Python.
|
||||
* [SCons](http://www.scons.org/) - A software construction tool.
|
||||
* [scons](https://github.com/SCons/scons) - A software construction tool.
|
||||
|
||||
## Built-in Classes Enhancement
|
||||
|
||||
|
|
@ -201,22 +195,17 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
* [attrs](https://github.com/python-attrs/attrs) - Replacement for `__init__`, `__eq__`, `__repr__`, etc. boilerplate in class definitions.
|
||||
* [bidict](https://github.com/jab/bidict) - Efficient, Pythonic bidirectional map data structures and related functionality..
|
||||
* [Box](https://github.com/cdgriffith/Box) - Python dictionaries with advanced dot notation access.
|
||||
* [box](https://github.com/cdgriffith/Box) - Python dictionaries with advanced dot notation access.
|
||||
* [dataclasses](https://docs.python.org/3/library/dataclasses.html) - (Python standard library) Data classes.
|
||||
* [DottedDict](https://github.com/carlosescri/DottedDict) - A library that provides a method of accessing lists and dicts with a dotted path notation.
|
||||
* [dotteddict](https://github.com/carlosescri/DottedDict) - A library that provides a method of accessing lists and dicts with a dotted path notation.
|
||||
|
||||
## CMS
|
||||
|
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*Content Management Systems.*
|
||||
|
||||
* [django-cms](https://www.django-cms.org/en/) - An Open source enterprise CMS based on the Django.
|
||||
* [feincms](https://github.com/feincms/feincms) - One of the most advanced Content Management Systems built on Django.
|
||||
* [indico](https://github.com/indico/indico) - A feature-rich event management system, made @ [CERN](https://en.wikipedia.org/wiki/CERN).
|
||||
* [Kotti](https://github.com/Kotti/Kotti) - A high-level, Pythonic web application framework built on Pyramid.
|
||||
* [mezzanine](https://github.com/stephenmcd/mezzanine) - A powerful, consistent, and flexible content management platform.
|
||||
* [plone](https://plone.org/) - A CMS built on top of the open source application server Zope.
|
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* [quokka](https://github.com/rochacbruno/quokka) - Flexible, extensible, small CMS powered by Flask and MongoDB.
|
||||
* [wagtail](https://wagtail.io/) - A Django content management system.
|
||||
* [wagtail](https://github.com/wagtail/wagtail) - A Django content management system.
|
||||
|
||||
## Caching
|
||||
|
||||
|
|
@ -225,10 +214,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [beaker](https://github.com/bbangert/beaker) - A WSGI middleware for sessions and caching.
|
||||
* [django-cache-machine](https://github.com/django-cache-machine/django-cache-machine) - Automatic caching and invalidation for Django models.
|
||||
* [django-cacheops](https://github.com/Suor/django-cacheops) - A slick ORM cache with automatic granular event-driven invalidation.
|
||||
* [dogpile.cache](http://dogpilecache.readthedocs.io/en/latest/) - dogpile.cache is a next generation replacement for Beaker made by the same authors.
|
||||
* [HermesCache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention.
|
||||
* [dogpile.cache](https://github.com/sqlalchemy/dogpile.cache) - dogpile.cache is a next generation replacement for Beaker made by the same authors.
|
||||
* [hermescache](https://pypi.org/project/HermesCache/) - Python caching library with tag-based invalidation and dogpile effect prevention.
|
||||
* [pylibmc](https://github.com/lericson/pylibmc) - A Python wrapper around the [libmemcached](https://libmemcached.org/libMemcached.html) interface.
|
||||
* [python-diskcache](http://www.grantjenks.com/docs/diskcache/) - SQLite and file backed cache backend with faster lookups than memcached and redis.
|
||||
* [python-diskcache](https://github.com/grantjenks/python-diskcache) - SQLite and file backed cache backend with faster lookups than memcached and redis.
|
||||
|
||||
## ChatOps Tools
|
||||
|
||||
|
|
@ -241,27 +230,23 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Tools of static analysis, linters and code quality checkers. Also see [awesome-static-analysis](https://github.com/mre/awesome-static-analysis).*
|
||||
|
||||
* Code Analysis
|
||||
* [coala](https://github.com/coala/coala/) - Language independent and easily extendable code analysis application.
|
||||
* [code2flow](https://github.com/scottrogowski/code2flow) - Turn your Python and JavaScript code into DOT flowcharts.
|
||||
* [prospector](https://github.com/PyCQA/prospector) - A tool to analyse Python code.
|
||||
* [pycallgraph](https://github.com/gak/pycallgraph) - A library that visualises the flow (call graph) of your Python application.
|
||||
* [vulture](https://github.com/jendrikseipp/vulture) - A tool for finding and analysing dead Python code.
|
||||
* Code Linters
|
||||
* [flake8](https://pypi.org/project/flake8/) - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
|
||||
* [flake8](https://github.com/PyCQA/flake8) - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
|
||||
* [awesome-flake8-extensions](https://github.com/DmytroLitvinov/awesome-flake8-extensions)
|
||||
* [pylama](https://github.com/klen/pylama) - A code audit tool for Python and JavaScript.
|
||||
* [pylint](https://www.pylint.org/) - A fully customizable source code analyzer.
|
||||
* [wemake-python-styleguide](https://github.com/wemake-services/wemake-python-styleguide) - The strictest and most opinionated python linter ever.
|
||||
* [pylint](https://github.com/pylint-dev/pylint) - A fully customizable source code analyzer.
|
||||
* Code Formatters
|
||||
* [black](https://github.com/python/black) - The uncompromising Python code formatter.
|
||||
* [black](https://github.com/psf/black) - The uncompromising Python code formatter.
|
||||
* [isort](https://github.com/timothycrosley/isort) - A Python utility / library to sort imports.
|
||||
* [yapf](https://github.com/google/yapf) - Yet another Python code formatter from Google.
|
||||
* Static Type Checkers, also see [awesome-python-typing](https://github.com/typeddjango/awesome-python-typing)
|
||||
* [mypy](http://mypy-lang.org/) - Check variable types during compile time.
|
||||
* [mypy](https://github.com/python/mypy) - Check variable types during compile time.
|
||||
* [pyre-check](https://github.com/facebook/pyre-check) - Performant type checking.
|
||||
* [typeshed](https://github.com/python/typeshed) - Collection of library stubs for Python, with static types.
|
||||
* Static Type Annotations Generators
|
||||
* [MonkeyType](https://github.com/Instagram/MonkeyType) - A system for Python that generates static type annotations by collecting runtime types.
|
||||
* [monkeytype](https://github.com/Instagram/MonkeyType) - A system for Python that generates static type annotations by collecting runtime types.
|
||||
* [pytype](https://github.com/google/pytype) - Pytype checks and infers types for Python code - without requiring type annotations.
|
||||
|
||||
## Command-line Interface Development
|
||||
|
|
@ -269,18 +254,17 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Libraries for building command-line applications.*
|
||||
|
||||
* Command-line Application Development
|
||||
* [cement](http://builtoncement.com/) - CLI Application Framework for Python.
|
||||
* [click](http://click.pocoo.org/dev/) - A package for creating beautiful command line interfaces in a composable way.
|
||||
* [cliff](https://docs.openstack.org/developer/cliff/) - A framework for creating command-line programs with multi-level commands.
|
||||
* [docopt](http://docopt.org/) - Pythonic command line arguments parser.
|
||||
* [cement](https://github.com/datafolklabs/cement) - CLI Application Framework for Python.
|
||||
* [click](https://github.com/pallets/click/) - A package for creating beautiful command line interfaces in a composable way.
|
||||
* [cliff](https://github.com/openstack/cliff) - A framework for creating command-line programs with multi-level commands.
|
||||
* [python-fire](https://github.com/google/python-fire) - A library for creating command line interfaces from absolutely any Python object.
|
||||
* [python-prompt-toolkit](https://github.com/jonathanslenders/python-prompt-toolkit) - A library for building powerful interactive command lines.
|
||||
* [python-prompt-toolkit](https://github.com/prompt-toolkit/python-prompt-toolkit) - A library for building powerful interactive command lines.
|
||||
* Terminal Rendering
|
||||
* [alive-progress](https://github.com/rsalmei/alive-progress) - A new kind of Progress Bar, with real-time throughput, eta and very cool animations.
|
||||
* [asciimatics](https://github.com/peterbrittain/asciimatics) - A package to create full-screen text UIs (from interactive forms to ASCII animations).
|
||||
* [bashplotlib](https://github.com/glamp/bashplotlib) - Making basic plots in the terminal.
|
||||
* [colorama](https://pypi.org/project/colorama/) - Cross-platform colored terminal text.
|
||||
* [rich](https://github.com/willmcgugan/rich) - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
|
||||
* [colorama](https://github.com/tartley/colorama) - Cross-platform colored terminal text.
|
||||
* [rich](https://github.com/Textualize/rich) - Python library for rich text and beautiful formatting in the terminal. Also provides a great `RichHandler` log handler.
|
||||
* [tqdm](https://github.com/tqdm/tqdm) - Fast, extensible progress bar for loops and CLI.
|
||||
|
||||
## Command-line Tools
|
||||
|
|
@ -288,114 +272,84 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Useful CLI-based tools for productivity.*
|
||||
|
||||
* Productivity Tools
|
||||
* [copier](https://github.com/pykong/copier) - A library and command-line utility for rendering projects templates.
|
||||
* [cookiecutter](https://github.com/audreyr/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates).
|
||||
* [copier](https://github.com/copier-org/copier) - A library and command-line utility for rendering projects templates.
|
||||
* [cookiecutter](https://github.com/cookiecutter/cookiecutter) - A command-line utility that creates projects from cookiecutters (project templates).
|
||||
* [doitlive](https://github.com/sloria/doitlive) - A tool for live presentations in the terminal.
|
||||
* [howdoi](https://github.com/gleitz/howdoi) - Instant coding answers via the command line.
|
||||
* [Invoke](https://github.com/pyinvoke/invoke#readme) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
||||
* [PathPicker](https://github.com/facebook/PathPicker) - Select files out of bash output.
|
||||
* [percol](https://github.com/mooz/percol) - Adds flavor of interactive selection to the traditional pipe concept on UNIX.
|
||||
* [invoke](https://github.com/pyinvoke/invoke) - A tool for managing shell-oriented subprocesses and organizing executable Python code into CLI-invokable tasks.
|
||||
* [pathpicker](https://github.com/facebook/PathPicker) - Select files out of bash output.
|
||||
* [thefuck](https://github.com/nvbn/thefuck) - Correcting your previous console command.
|
||||
* [tmuxp](https://github.com/tony/tmuxp) - A [tmux](https://github.com/tmux/tmux) session manager.
|
||||
* [tmuxp](https://github.com/tmux-python/tmuxp) - A [tmux](https://github.com/tmux/tmux) session manager.
|
||||
* [try](https://github.com/timofurrer/try) - A dead simple CLI to try out python packages - it's never been easier.
|
||||
* CLI Enhancements
|
||||
* [httpie](https://github.com/jakubroztocil/httpie) - A command line HTTP client, a user-friendly cURL replacement.
|
||||
* [httpie](https://github.com/httpie/cli) - A command line HTTP client, a user-friendly cURL replacement.
|
||||
* [iredis](https://github.com/laixintao/iredis) - Redis CLI with autocompletion and syntax highlighting.
|
||||
* [kube-shell](https://github.com/cloudnativelabs/kube-shell) - An integrated shell for working with the Kubernetes CLI.
|
||||
* [litecli](https://github.com/dbcli/litecli) - SQLite CLI with autocompletion and syntax highlighting.
|
||||
* [mycli](https://github.com/dbcli/mycli) - MySQL CLI with autocompletion and syntax highlighting.
|
||||
* [pgcli](https://github.com/dbcli/pgcli) - PostgreSQL CLI with autocompletion and syntax highlighting.
|
||||
* [saws](https://github.com/donnemartin/saws) - A Supercharged [aws-cli](https://github.com/aws/aws-cli).
|
||||
|
||||
## 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.
|
||||
* [modernize](https://github.com/PyCQA/modernize) - Modernizes Python code for eventual Python 3 migration.
|
||||
* [six](https://pypi.org/project/six/) - Python 2 and 3 compatibility utilities.
|
||||
|
||||
## Computer Vision
|
||||
|
||||
*Libraries for Computer Vision.*
|
||||
|
||||
* [EasyOCR](https://github.com/JaidedAI/EasyOCR) - Ready-to-use OCR with 40+ languages supported.
|
||||
* [Face Recognition](https://github.com/ageitgey/face_recognition) - Simple facial recognition library.
|
||||
* [Kornia](https://github.com/kornia/kornia/) - Open Source Differentiable Computer Vision Library for PyTorch.
|
||||
* [OpenCV](https://opencv.org/) - Open Source Computer Vision Library.
|
||||
* [easyocr](https://github.com/JaidedAI/EasyOCR) - Ready-to-use OCR with 40+ languages supported.
|
||||
* [kornia](https://github.com/kornia/kornia/) - Open Source Differentiable Computer Vision Library for PyTorch.
|
||||
* [opencv](https://opencv.org/) - Open Source Computer Vision Library.
|
||||
* [pytesseract](https://github.com/madmaze/pytesseract) - A wrapper for [Google Tesseract OCR](https://github.com/tesseract-ocr).
|
||||
* [SimpleCV](https://github.com/sightmachine/SimpleCV) - An open source framework for building computer vision applications.
|
||||
* [tesserocr](https://github.com/sirfz/tesserocr) - Another simple, Pillow-friendly, wrapper around the `tesseract-ocr` API for OCR.
|
||||
|
||||
## Concurrency and Parallelism
|
||||
|
||||
*Libraries for concurrent and parallel execution. Also see [awesome-asyncio](https://github.com/timofurrer/awesome-asyncio).*
|
||||
|
||||
* [concurrent.futures](https://docs.python.org/3/library/concurrent.futures.html) - (Python standard library) A high-level interface for asynchronously executing callables.
|
||||
* [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/3/library/multiprocessing.html) - (Python standard library) Process-based parallelism.
|
||||
* [scoop](https://github.com/soravux/scoop) - Scalable Concurrent Operations in Python.
|
||||
* [uvloop](https://github.com/MagicStack/uvloop) - Ultra fast implementation of `asyncio` event loop on top of `libuv`.
|
||||
|
||||
## Configuration
|
||||
## Configuration Files
|
||||
|
||||
*Libraries for storing and parsing configuration options.*
|
||||
|
||||
* [configobj](https://github.com/DiffSK/configobj) - INI file parser with validation.
|
||||
* [configparser](https://docs.python.org/3/library/configparser.html) - (Python standard library) INI file parser.
|
||||
* [configobj](https://github.com/DiffSK/configobj) - INI file parser with validation.
|
||||
* [hydra](https://github.com/facebookresearch/hydra) - Hydra is a framework for elegantly configuring complex applications.
|
||||
* [profig](https://profig.readthedocs.io/en/latest/) - Config from multiple formats with value conversion.
|
||||
* [python-decouple](https://github.com/henriquebastos/python-decouple) - Strict separation of settings from code.
|
||||
* [python-decouple](https://github.com/HBNetwork/python-decouple) - Strict separation of settings from code.
|
||||
|
||||
## Cryptography
|
||||
|
||||
* [cryptography](https://cryptography.io/en/latest/) - A package designed to expose cryptographic primitives and recipes to Python developers.
|
||||
* [cryptography](https://github.com/pyca/cryptography) - A package designed to expose cryptographic primitives and recipes to Python developers.
|
||||
* [paramiko](https://github.com/paramiko/paramiko) - The leading native Python SSHv2 protocol library.
|
||||
* [passlib](https://passlib.readthedocs.io/en/stable/) - Secure password storage/hashing library, very high level.
|
||||
* [pynacl](https://github.com/pyca/pynacl) - Python binding to the Networking and Cryptography (NaCl) library.
|
||||
|
||||
## Data Analysis
|
||||
|
||||
*Libraries for data analyzing.*
|
||||
|
||||
* [AWS Data Wrangler](https://github.com/awslabs/aws-data-wrangler) - Pandas on AWS.
|
||||
* [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.
|
||||
* [Optimus](https://github.com/ironmussa/Optimus) - Agile Data Science Workflows made easy with PySpark.
|
||||
* [Orange](https://orange.biolab.si/) - Data mining, data visualization, analysis and machine learning through visual programming or scripts.
|
||||
* [Pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
|
||||
* [pandas](http://pandas.pydata.org/) - A library providing high-performance, easy-to-use data structures and data analysis tools.
|
||||
* [aws-sdk-pandas](https://github.com/aws/aws-sdk-pandas) - Pandas on AWS.
|
||||
* [datasette](https://github.com/simonw/datasette) - An open source multi-tool for exploring and publishing data.
|
||||
* [optimus](https://github.com/hi-primus/optimus) - Agile Data Science Workflows made easy with PySpark.
|
||||
|
||||
## Data Validation
|
||||
|
||||
*Libraries for validating data. Used for forms in many cases.*
|
||||
|
||||
* [Cerberus](https://github.com/pyeve/cerberus) - A lightweight and extensible data validation library.
|
||||
* [colander](https://docs.pylonsproject.org/projects/colander/en/latest/) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
|
||||
* [jsonschema](https://github.com/Julian/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python.
|
||||
* [cerberus](https://github.com/pyeve/cerberus) - A lightweight and extensible data validation library.
|
||||
* [colander](https://github.com/Pylons/colander) - Validating and deserializing data obtained via XML, JSON, an HTML form post.
|
||||
* [jsonschema](https://github.com/python-jsonschema/jsonschema) - An implementation of [JSON Schema](http://json-schema.org/) for Python.
|
||||
* [schema](https://github.com/keleshev/schema) - A library for validating Python data structures.
|
||||
* [Schematics](https://github.com/schematics/schematics) - Data Structure Validation.
|
||||
* [valideer](https://github.com/podio/valideer) - Lightweight extensible data validation and adaptation library.
|
||||
* [schematics](https://github.com/schematics/schematics) - Data Structure Validation.
|
||||
* [voluptuous](https://github.com/alecthomas/voluptuous) - A Python data validation library.
|
||||
* [pydantic](https://github.com/pydantic/pydantic) - Data validation using Python type hints.
|
||||
|
||||
## Data Visualization
|
||||
|
||||
*Libraries for visualizing data. Also see [awesome-javascript](https://github.com/sorrycc/awesome-javascript#data-visualization).*
|
||||
|
||||
* [Altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python.
|
||||
* [Bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python.
|
||||
* [altair](https://github.com/altair-viz/altair) - Declarative statistical visualization library for Python.
|
||||
* [bokeh](https://github.com/bokeh/bokeh) - Interactive Web Plotting for Python.
|
||||
* [bqplot](https://github.com/bloomberg/bqplot) - Interactive Plotting Library for the Jupyter Notebook.
|
||||
* [Cartopy](https://github.com/SciTools/cartopy) - A cartographic python library with matplotlib support.
|
||||
* [Dash](https://plot.ly/products/dash/) - Built on top of Flask, React and Plotly aimed at analytical web applications.
|
||||
* [awesome-dash](https://github.com/Acrotrend/awesome-dash)
|
||||
* [cartopy](https://github.com/SciTools/cartopy) - A cartographic python library with matplotlib support.
|
||||
* [diagrams](https://github.com/mingrammer/diagrams) - Diagram as Code.
|
||||
* [Matplotlib](http://matplotlib.org/) - A Python 2D plotting library.
|
||||
* [matplotlib](https://github.com/matplotlib/matplotlib) - A Python 2D plotting library.
|
||||
* [plotnine](https://github.com/has2k1/plotnine) - A grammar of graphics for Python based on ggplot2.
|
||||
* [Pygal](http://www.pygal.org/en/latest/) - A Python SVG Charts Creator.
|
||||
* [PyGraphviz](https://pypi.org/project/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.
|
||||
* [pygal](https://github.com/Kozea/pygal) - A Python SVG Charts Creator.
|
||||
* [pygraphviz](https://github.com/pygraphviz/pygraphviz/) - Python interface to [Graphviz](http://www.graphviz.org/).
|
||||
* [pyqtgraph](https://github.com/pyqtgraph/pyqtgraph) - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.
|
||||
* [seaborn](https://github.com/mwaskom/seaborn) - Statistical data visualization using Matplotlib.
|
||||
* [vispy](https://github.com/vispy/vispy) - High-performance scientific visualization based on OpenGL.
|
||||
|
||||
## Database
|
||||
|
||||
|
|
@ -403,48 +357,39 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
* [pickleDB](https://github.com/patx/pickledb) - A simple and lightweight key-value store for Python.
|
||||
* [tinydb](https://github.com/msiemens/tinydb) - A tiny, document-oriented database.
|
||||
* [ZODB](https://github.com/zopefoundation/ZODB) - A native object database for Python. A key-value and object graph database.
|
||||
* [zodb](https://github.com/zopefoundation/ZODB) - A native object database for Python. A key-value and object graph database.
|
||||
|
||||
## Database Drivers
|
||||
|
||||
*Libraries for connecting and operating databases.*
|
||||
|
||||
* MySQL - [awesome-mysql](http://shlomi-noach.github.io/awesome-mysql/)
|
||||
* [mysqlclient](https://github.com/PyMySQL/mysqlclient-python) - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
|
||||
* [PyMySQL](https://github.com/PyMySQL/PyMySQL) - A pure Python MySQL driver compatible to mysql-python.
|
||||
* [mysqlclient](https://github.com/PyMySQL/mysqlclient) - MySQL connector with Python 3 support ([mysql-python](https://sourceforge.net/projects/mysql-python/) fork).
|
||||
* [pymysql](https://github.com/PyMySQL/PyMySQL) - A pure Python MySQL driver compatible to mysql-python.
|
||||
* PostgreSQL - [awesome-postgres](https://github.com/dhamaniasad/awesome-postgres)
|
||||
* [psycopg2](http://initd.org/psycopg/) - The most popular PostgreSQL adapter for Python.
|
||||
* [queries](https://github.com/gmr/queries) - A wrapper of the psycopg2 library for interacting with PostgreSQL.
|
||||
* [psycopg](https://github.com/psycopg/psycopg) - The most popular PostgreSQL adapter for Python.
|
||||
* SQlite - [awesome-sqlite](https://github.com/planetopendata/awesome-sqlite)
|
||||
* [sqlite3](https://docs.python.org/3/library/sqlite3.html) - (Python standard library) SQlite interface compliant with DB-API 2.0
|
||||
* [SuperSQLite](https://github.com/plasticityai/supersqlite) - A supercharged SQLite library built on top of [apsw](https://github.com/rogerbinns/apsw).
|
||||
* [sqlite3](https://docs.python.org/3/library/sqlite3.html) - (Python standard library) SQlite interface compliant with DB-API 2.0.
|
||||
* [sqlite-utils](https://github.com/simonw/sqlite-utils) - Python CLI utility and library for manipulating SQLite databases.
|
||||
* Other Relational Databases
|
||||
* [pymssql](https://pymssql.readthedocs.io/en/latest/) - A simple database interface to Microsoft SQL Server.
|
||||
* [pymssql](https://github.com/pymssql/pymssql) - A simple database interface to Microsoft SQL Server.
|
||||
* [clickhouse-driver](https://github.com/mymarilyn/clickhouse-driver) - Python driver with native interface for ClickHouse.
|
||||
* NoSQL Databases
|
||||
* [cassandra-driver](https://github.com/datastax/python-driver) - The Python Driver for Apache Cassandra.
|
||||
* [happybase](https://github.com/wbolster/happybase) - A developer-friendly library for Apache HBase.
|
||||
* [happybase](https://github.com/python-happybase/happybase) - A developer-friendly library for Apache HBase.
|
||||
* [kafka-python](https://github.com/dpkp/kafka-python) - The Python client for Apache Kafka.
|
||||
* [py2neo](https://py2neo.org/) - A client library and toolkit for working with Neo4j.
|
||||
* [pymongo](https://github.com/mongodb/mongo-python-driver) - The official Python client for MongoDB.
|
||||
* [redis-py](https://github.com/andymccurdy/redis-py) - The Python client for Redis.
|
||||
* Asynchronous Clients
|
||||
* [motor](https://github.com/mongodb/motor) - The async Python driver for MongoDB.
|
||||
* [redis-py](https://github.com/redis/redis-py) - The Python client for Redis.
|
||||
|
||||
## Date and Time
|
||||
|
||||
*Libraries for working with dates and times.*
|
||||
|
||||
* [Arrow](https://arrow.readthedocs.io/en/latest/) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
|
||||
* [Chronyk](https://github.com/KoffeinFlummi/Chronyk) - A Python 3 library for parsing human-written times and dates.
|
||||
* [arrow](https://github.com/arrow-py/arrow) - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
|
||||
* [dateutil](https://github.com/dateutil/dateutil) - Extensions to the standard Python [datetime](https://docs.python.org/3/library/datetime.html) module.
|
||||
* [delorean](https://github.com/myusuf3/delorean/) - A library for clearing up the inconvenient truths that arise dealing with datetimes.
|
||||
* [maya](https://github.com/timofurrer/maya) - Datetimes for Humans.
|
||||
* [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) - An easy-to-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.
|
||||
* [pytz](https://pypi.org/project/pytz/) - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
|
||||
|
||||
## Debugging Tools
|
||||
|
||||
|
|
@ -452,24 +397,16 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
* pdb-like Debugger
|
||||
* [ipdb](https://github.com/gotcha/ipdb) - IPython-enabled [pdb](https://docs.python.org/3/library/pdb.html).
|
||||
* [pdb++](https://github.com/antocuni/pdb) - Another drop-in replacement for pdb.
|
||||
* [pudb](https://github.com/inducer/pudb) - A full-screen, console-based Python debugger.
|
||||
* [wdb](https://github.com/Kozea/wdb) - An improbable web debugger through WebSockets.
|
||||
* Tracing
|
||||
* [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) - Debugging UNIX socket connections and present the stacktraces for all threads and an interactive prompt.
|
||||
* [pyringe](https://github.com/google/pyringe) - Debugger capable of attaching to and injecting code into Python processes.
|
||||
* [python-hunter](https://github.com/ionelmc/python-hunter) - A flexible code tracing toolkit.
|
||||
* 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.
|
||||
* [py-spy](https://github.com/benfred/py-spy) - A sampling profiler for Python programs. Written in Rust.
|
||||
* [pyflame](https://github.com/uber/pyflame) - A ptracing profiler For Python.
|
||||
* [vprof](https://github.com/nvdv/vprof) - Visual Python profiler.
|
||||
* Others
|
||||
* [django-debug-toolbar](https://github.com/jazzband/django-debug-toolbar) - Display various debug information for Django.
|
||||
* [django-devserver](https://github.com/dcramer/django-devserver) - A drop-in replacement for Django's runserver.
|
||||
* [flask-debugtoolbar](https://github.com/mgood/flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
|
||||
* [flask-debugtoolbar](https://github.com/pallets-eco/flask-debugtoolbar) - A port of the django-debug-toolbar to flask.
|
||||
* [icecream](https://github.com/gruns/icecream) - Inspect variables, expressions, and program execution with a single, simple function call.
|
||||
* [pyelftools](https://github.com/eliben/pyelftools) - Parsing and analyzing ELF files and DWARF debugging information.
|
||||
|
||||
|
|
@ -477,14 +414,12 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
*Frameworks for Neural Networks and Deep Learning. Also 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/keras-team/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.
|
||||
* [pytorch](https://github.com/pytorch/pytorch) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.
|
||||
* [SerpentAI](https://github.com/SerpentAI/SerpentAI) - Game agent framework. Use any video game as a deep learning sandbox.
|
||||
* [pytorch-lightning](https://github.com/Lightning-AI/pytorch-lightning) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
||||
* [stable-baselines3](https://github.com/DLR-RM/stable-baselines3) - PyTorch implementations of Stable Baselines (deep) reinforcement learning algorithms.
|
||||
* [tensorflow](https://github.com/tensorflow/tensorflow) - The most popular Deep Learning framework created by Google.
|
||||
* [Theano](https://github.com/Theano/Theano) - A library for fast numerical computation.
|
||||
* [lightning](https://github.com/Lightning-AI/lightning) - Deep learning framework to train, deploy, and ship AI products Lightning fast.
|
||||
* [theano](https://github.com/Theano/Theano) - A library for fast numerical computation.
|
||||
|
||||
## DevOps Tools
|
||||
|
||||
|
|
@ -492,23 +427,19 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
* Configuration Management
|
||||
* [ansible](https://github.com/ansible/ansible) - A radically simple IT automation platform.
|
||||
* [cloudinit](https://cloudinit.readthedocs.io/en/latest/) - A multi-distribution package that handles early initialization of a cloud instance.
|
||||
* [OpenStack](https://www.openstack.org/) - Open source software for building private and public clouds.
|
||||
* [pyinfra](https://github.com/Fizzadar/pyinfra) - A versatile CLI tools and python libraries to automate infrastructure.
|
||||
* [cloudinit](https://github.com/canonical/cloud-init) - A multi-distribution package that handles early initialization of a cloud instance.
|
||||
* [openstack](https://www.openstack.org/) - Open source software for building private and public clouds.
|
||||
* [pyinfra](https://github.com/pyinfra-dev/pyinfra) - A versatile CLI tools and python libraries to automate infrastructure.
|
||||
* [saltstack](https://github.com/saltstack/salt) - Infrastructure automation and management system.
|
||||
* SSH-style Deployment
|
||||
* [cuisine](https://github.com/sebastien/cuisine) - Chef-like functionality for Fabric.
|
||||
* [fabric](https://github.com/fabric/fabric) - A simple, Pythonic tool for remote execution and deployment.
|
||||
* [fabtools](https://github.com/fabtools/fabtools) - Tools for writing awesome Fabric files.
|
||||
* Process Management
|
||||
* [honcho](https://github.com/nickstenning/honcho) - A Python clone of [Foreman](https://github.com/ddollar/foreman), for managing Procfile-based applications.
|
||||
* [supervisor](https://github.com/Supervisor/supervisor) - Supervisor process control system for UNIX.
|
||||
* Monitoring
|
||||
* [psutil](https://github.com/giampaolo/psutil) - A cross-platform process and system utilities module.
|
||||
* Backup
|
||||
* [BorgBackup](https://www.borgbackup.org/) - A deduplicating archiver with compression and encryption.
|
||||
* Others
|
||||
* [docker-compose](https://docs.docker.com/compose/) - Fast, isolated development environments using [Docker](https://www.docker.com/).
|
||||
* [borg](https://github.com/borgbackup/borg) - A deduplicating archiver with compression and encryption.
|
||||
|
||||
## Distributed Computing
|
||||
|
||||
|
|
@ -517,8 +448,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* Batch Processing
|
||||
* [dask](https://github.com/dask/dask) - A flexible parallel computing library for analytic computing.
|
||||
* [luigi](https://github.com/spotify/luigi) - A module that helps you build complex pipelines of batch jobs.
|
||||
* [mrjob](https://github.com/Yelp/mrjob) - Run MapReduce jobs on Hadoop or Amazon Web Services.
|
||||
* [PySpark](https://pypi.org/project/pyspark/) - [Apache Spark](https://spark.apache.org/) Python API.
|
||||
* [PySpark](https://github.com/apache/spark) - [Apache Spark](https://spark.apache.org/) Python API.
|
||||
* [Ray](https://github.com/ray-project/ray/) - A system for parallel and distributed Python that unifies the machine learning ecosystem.
|
||||
* Stream Processing
|
||||
* [faust](https://github.com/robinhood/faust) - A stream processing library, porting the ideas from [Kafka Streams](https://kafka.apache.org/documentation/streams/) to Python.
|
||||
|
|
@ -528,13 +458,10 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
*Libraries to create packaged executables for release distribution.*
|
||||
|
||||
* [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).
|
||||
* [py2app](https://github.com/ronaldoussoren/py2app) - Freezes Python scripts (Mac OS X).
|
||||
* [py2exe](https://github.com/py2exe/py2exe) - Freezes Python scripts (Windows).
|
||||
* [pyarmor](https://github.com/dashingsoft/pyarmor) - A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.
|
||||
* [PyInstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform).
|
||||
* [pynsist](http://pynsist.readthedocs.io/en/latest/) - A tool to build Windows installers, installers bundle Python itself.
|
||||
* [pyinstaller](https://github.com/pyinstaller/pyinstaller) - Converts Python programs into stand-alone executables (cross-platform).
|
||||
* [shiv](https://github.com/linkedin/shiv) - A command line utility for building fully self-contained zipapps (PEP 441), but with all their dependencies included.
|
||||
|
||||
## Documentation
|
||||
|
|
@ -544,7 +471,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [sphinx](https://github.com/sphinx-doc/sphinx/) - Python Documentation generator.
|
||||
* [awesome-sphinxdoc](https://github.com/yoloseem/awesome-sphinxdoc)
|
||||
* [pdoc](https://github.com/mitmproxy/pdoc) - Epydoc replacement to auto generate API documentation for Python libraries.
|
||||
* [pycco](https://github.com/pycco-docs/pycco) - The literate-programming-style documentation generator.
|
||||
|
||||
## Downloader
|
||||
|
||||
|
|
@ -552,32 +478,12 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
* [akshare](https://github.com/jindaxiang/akshare) - A financial data interface library, built for human beings!
|
||||
* [s3cmd](https://github.com/s3tools/s3cmd) - A command line tool for managing Amazon S3 and CloudFront.
|
||||
* [s4cmd](https://github.com/bloomreach/s4cmd) - Super S3 command line tool, good for higher performance.
|
||||
* [you-get](https://you-get.org/) - A YouTube/Youku/Niconico video downloader written in Python 3.
|
||||
* [youtube-dl](https://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.
|
||||
* [forex-python](https://github.com/MicroPyramid/forex-python) - Foreign exchange rates, Bitcoin price index and currency conversion.
|
||||
* [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.
|
||||
* [python-currencies](https://github.com/Alir3z4/python-currencies) - Display money format and its filthy currencies.
|
||||
* [saleor](https://saleor.io/) - Headless open-source e-commerce platform.
|
||||
* [shoop](https://www.shuup.com/en/) - An open source E-Commerce platform based on Django.
|
||||
* [youtube-dl](https://github.com/ytdl-org/youtube-dl/) - A command-line program to download videos from YouTube and other video sites.
|
||||
|
||||
## Editor Plugins and IDEs
|
||||
|
||||
* 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/python-mode/python-mode) - An all in one plugin for turning Vim into a Python IDE.
|
||||
|
|
@ -604,12 +510,6 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [flanker](https://github.com/mailgun/flanker) - An email address and Mime parsing library.
|
||||
* [mailer](https://github.com/marrow/mailer) - High-performance extensible mail delivery framework.
|
||||
|
||||
## Enterprise Application Integrations
|
||||
|
||||
*Platforms and tools for systems integrations in enterprise environments*
|
||||
|
||||
* [Zato](https://zato.io) - ESB, SOA, REST, APIs and Cloud Integrations in Python.
|
||||
|
||||
## Environment Management
|
||||
|
||||
*Libraries for Python version and virtual environment management.*
|
||||
|
|
@ -617,49 +517,26 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [pyenv](https://github.com/pyenv/pyenv) - Simple Python version management.
|
||||
* [virtualenv](https://github.com/pypa/virtualenv) - A tool to create isolated Python environments.
|
||||
|
||||
## File
|
||||
## File Manipulation
|
||||
|
||||
*Libraries for file manipulation and MIME type detection.*
|
||||
*Libraries for file manipulation.*
|
||||
|
||||
* [mimetypes](https://docs.python.org/3/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/3/library/os.path.html).
|
||||
* [pathlib](https://docs.python.org/3/library/pathlib.html) - (Python standard library) An cross-platform, object-oriented path library.
|
||||
* [PyFilesystem2](https://github.com/pyfilesystem/pyfilesystem2) - Python's filesystem abstraction layer.
|
||||
* [path.py](https://github.com/jaraco/path.py) - A module wrapper for [os.path](https://docs.python.org/3/library/os.path.html).
|
||||
* [python-magic](https://github.com/ahupp/python-magic) - A Python interface to the libmagic file type identification library.
|
||||
* [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.org/project/cffi/) - Foreign Function Interface for Python calling C code.
|
||||
* [ctypes](https://docs.python.org/3/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-bootstrap4](https://github.com/zostera/django-bootstrap4) - Bootstrap 4 integration with Django.
|
||||
* [django-crispy-forms](https://github.com/django-crispy-forms/django-crispy-forms) - A Django app which lets you create beautiful forms in a very elegant and DRY way.
|
||||
* [django-remote-forms](https://github.com/WiserTogether/django-remote-forms) - A platform independent Django form serializer.
|
||||
* [WTForms](https://github.com/wtforms/wtforms) - A flexible forms validation and rendering library.
|
||||
|
||||
## Functional Programming
|
||||
|
||||
*Functional Programming with Python.*
|
||||
|
||||
* [Coconut](https://github.com/evhub/coconut) - A variant of Python built for simple, elegant, Pythonic functional programming.
|
||||
* [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.
|
||||
* [coconut](https://github.com/evhub/coconut) - A variant of Python built for simple, elegant, Pythonic functional programming.
|
||||
* [funcy](https://github.com/Suor/funcy) - A fancy and practical functional tools.
|
||||
* [more-itertools](https://github.com/erikrose/more-itertools) - More routines for operating on iterables, beyond `itertools`.
|
||||
* [returns](https://github.com/dry-python/returns) - A set of type-safe monads, transformers, and composition utilities.
|
||||
* [Toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries.
|
||||
* [cytoolz](https://github.com/pytoolz/cytoolz/) - Cython implementation of `Toolz`: High performance functional utilities.
|
||||
* [toolz](https://github.com/pytoolz/toolz) - A collection of functional utilities for iterators, functions, and dictionaries.
|
||||
|
||||
## GUI Development
|
||||
|
||||
|
|
@ -672,7 +549,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [Gooey](https://github.com/chriskiehl/Gooey) - Turn command line programs into a full GUI application with one line.
|
||||
* [kivy](https://kivy.org/) - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
|
||||
* [pyglet](https://github.com/pyglet/pyglet) - A cross-platform windowing and multimedia library for Python.
|
||||
* [PyGObject](https://wiki.gnome.org/Projects/PyGObject) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
|
||||
* [PyGObject](https://pygobject.readthedocs.io/) - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
|
||||
* [PyQt](https://doc.qt.io/qtforpython/) - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
|
||||
* [PySimpleGUI](https://github.com/PySimpleGUI/PySimpleGUI) - Wrapper for tkinter, Qt, WxPython and Remi.
|
||||
* [pywebview](https://github.com/r0x0r/pywebview/) - A lightweight cross-platform native wrapper around a webview component.
|
||||
|
|
@ -687,16 +564,13 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Libraries for working with GraphQL.*
|
||||
|
||||
* [graphene](https://github.com/graphql-python/graphene/) - GraphQL framework for Python.
|
||||
* [tartiflette-aiohttp](https://github.com/tartiflette/tartiflette-aiohttp/) - An `aiohttp`-based wrapper for Tartiflette to expose GraphQL APIs over HTTP.
|
||||
* [tartiflette-asgi](https://github.com/tartiflette/tartiflette-asgi/) - ASGI support for the Tartiflette GraphQL engine.
|
||||
* [tartiflette](https://tartiflette.io) - SDL-first GraphQL engine implementation for Python 3.6+ and asyncio.
|
||||
|
||||
## Game Development
|
||||
|
||||
*Awesome game development libraries.*
|
||||
|
||||
* [Arcade](https://api.arcade.academy/en/latest/) - Arcade is a modern Python framework for crafting games with compelling graphics and sound.
|
||||
* [Cocos2d](http://cocos2d.org/) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
|
||||
* [Cocos2d](https://www.cocos.com/en/cocos2d-x) - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
|
||||
* [Harfang3D](http://www.harfang3d.com) - Python framework for 3D, VR and game development.
|
||||
* [Panda3D](https://www.panda3d.org/) - 3D game engine developed by Disney.
|
||||
* [Pygame](http://www.pygame.org/news.html) - Pygame is a set of Python modules designed for writing games.
|
||||
|
|
@ -710,21 +584,20 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Libraries for geocoding addresses and working with latitudes and longitudes.*
|
||||
|
||||
* [django-countries](https://github.com/SmileyChris/django-countries) - A Django app that provides a country field for models and forms.
|
||||
* [GeoDjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework.
|
||||
* [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.
|
||||
* [geodjango](https://docs.djangoproject.com/en/dev/ref/contrib/gis/) - A world-class geographic web framework.
|
||||
* [geojson](https://github.com/jazzband/geojson) - Python bindings and utilities for GeoJSON.
|
||||
* [geopy](https://github.com/geopy/geopy) - Python Geocoding Toolbox.
|
||||
|
||||
## HTML Manipulation
|
||||
|
||||
*Libraries for working with HTML and XML.*
|
||||
|
||||
* [BeautifulSoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
||||
* [beautifulsoup](https://www.crummy.com/software/BeautifulSoup/bs4/doc/) - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
|
||||
* [bleach](https://github.com/mozilla/bleach) - A whitelist-based HTML sanitization and text linkification library.
|
||||
* [cssutils](https://pypi.org/project/cssutils/) - A CSS library for Python.
|
||||
* [html5lib](https://github.com/html5lib/html5lib-python) - A standards-compliant library for parsing and serializing HTML documents and fragments.
|
||||
* [lxml](http://lxml.de/) - A very fast, easy-to-use and versatile library for handling HTML and XML.
|
||||
* [MarkupSafe](https://github.com/pallets/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python.
|
||||
* [markupsafe](https://github.com/pallets/markupsafe) - Implements a XML/HTML/XHTML Markup safe string for Python.
|
||||
* [pyquery](https://github.com/gawel/pyquery) - A jQuery-like library for parsing HTML.
|
||||
* [untangle](https://github.com/stchris/untangle) - Converts XML documents to Python objects for easy access.
|
||||
* [WeasyPrint](http://weasyprint.org) - A visual rendering engine for HTML and CSS that can export to PDF.
|
||||
|
|
@ -735,61 +608,48 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
*Libraries for working with HTTP.*
|
||||
|
||||
* [grequests](https://github.com/spyoungtech/grequests) - requests + gevent for asynchronous HTTP requests.
|
||||
* [httplib2](https://github.com/httplib2/httplib2) - Comprehensive HTTP client library.
|
||||
* [httpx](https://github.com/encode/httpx) - A next generation HTTP client for Python.
|
||||
* [requests](https://github.com/psf/requests) - HTTP Requests for Humans.
|
||||
* [treq](https://github.com/twisted/treq) - Python requests like API built on top of Twisted's HTTP client.
|
||||
* [urllib3](https://github.com/shazow/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
|
||||
* [urllib3](https://github.com/urllib3/urllib3) - A HTTP library with thread-safe connection pooling, file post support, sanity friendly.
|
||||
|
||||
## Hardware
|
||||
|
||||
*Libraries for programming with hardware.*
|
||||
|
||||
* [ino](http://inotool.org/) - Command line toolkit for working with [Arduino](https://www.arduino.cc/).
|
||||
* [keyboard](https://github.com/boppreh/keyboard) - Hook and simulate global keyboard events on Windows and Linux.
|
||||
* [mouse](https://github.com/boppreh/mouse) - Hook and simulate global mouse events on Windows and Linux.
|
||||
* [Pingo](http://www.pingo.io/) - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
|
||||
* [PyUserInput](https://github.com/SavinaRoja/PyUserInput) - A module for cross-platform control of the mouse and keyboard.
|
||||
* [pynput](https://github.com/moses-palmer/pynput) - A library to control and monitor input devices.
|
||||
* [scapy](https://github.com/secdev/scapy) - A brilliant packet manipulation library.
|
||||
|
||||
## Image Processing
|
||||
|
||||
*Libraries for manipulating images.*
|
||||
|
||||
* [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.
|
||||
* [python-barcode](https://github.com/WhyNotHugo/python-barcode) - Create barcodes in Python with no extra dependencies.
|
||||
* [pygram](https://github.com/ajkumar25/pygram) - Instagram-like image filters.
|
||||
* [PyMatting](http://github.com/pymatting/pymatting) - A library for alpha matting.
|
||||
* [pymatting](http://github.com/pymatting/pymatting) - A library for alpha matting.
|
||||
* [python-qrcode](https://github.com/lincolnloop/python-qrcode) - A pure Python QR Code generator.
|
||||
* [pywal](https://github.com/dylanaraps/pywal) - A tool that generates color schemes from images.
|
||||
* [pyvips](https://github.com/libvips/pyvips) - A fast image processing library with low memory needs.
|
||||
* [Quads](https://github.com/fogleman/Quads) - Computer art based on quadtrees.
|
||||
* [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.
|
||||
* [wand](https://github.com/emcconville/wand) - Python bindings for [MagickWand](http://www.imagemagick.org/script/magick-wand.php), C API for ImageMagick.
|
||||
|
||||
## Implementations
|
||||
|
||||
*Implementations of Python.*
|
||||
|
||||
* [CLPython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp.
|
||||
* [CPython](https://github.com/python/cpython) - **Default, most widely used implementation of the Python programming language written in C.**
|
||||
* [Cython](http://cython.org/) - Optimizing Static Compiler for Python.
|
||||
* [Grumpy](https://github.com/google/grumpy) - 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#.
|
||||
* [Jython](https://hg.python.org/jython) - Implementation of Python programming language written in Java for the JVM.
|
||||
* [MicroPython](https://github.com/micropython/micropython) - A lean and efficient Python programming language implementation.
|
||||
* [Numba](http://numba.pydata.org/) - Python JIT compiler to LLVM aimed at scientific Python.
|
||||
* [PeachPy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python.
|
||||
* [Pyjion](https://github.com/Microsoft/Pyjion) - A JIT for Python based upon CoreCLR.
|
||||
* [PyPy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language.
|
||||
* [Pyston](https://github.com/pyston/pyston/) - A Python implementation using JIT techniques.
|
||||
* [Stackless Python](https://github.com/stackless-dev/stackless) - An enhanced version of the Python programming language.
|
||||
* [cpython](https://github.com/python/cpython) - **Default, most widely used implementation of the Python programming language written in C.**
|
||||
* [cython](https://github.com/cython/cython) - Optimizing Static Compiler for Python.
|
||||
* [clpython](https://github.com/metawilm/cl-python) - Implementation of the Python programming language written in Common Lisp.
|
||||
* [ironpython](https://github.com/IronLanguages/ironpython3) - Implementation of the Python programming language written in C#.
|
||||
* [micropython](https://github.com/micropython/micropython) - A lean and efficient Python programming language implementation.
|
||||
* [numba](https://github.com/numba/numba) - Python JIT compiler to LLVM aimed at scientific Python.
|
||||
* [peachpy](https://github.com/Maratyszcza/PeachPy) - x86-64 assembler embedded in Python.
|
||||
* [pypy](https://foss.heptapod.net/pypy/pypy) - A very fast and compliant implementation of the Python language.
|
||||
* [pyston](https://github.com/pyston/pyston/) - A Python implementation using JIT techniques.
|
||||
|
||||
## Interactive Interpreter
|
||||
|
||||
|
|
@ -991,8 +851,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
*Libraries for building 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-rest-framework](https://github.com/encode/django-rest-framework) - A powerful and flexible toolkit to build web APIs.
|
||||
* [django-tastypie](https://github.com/django-tastypie/django-tastypie) - Creating delicious APIs for Django apps.
|
||||
* Flask
|
||||
* [eve](https://github.com/pyeve/eve) - REST API framework powered by Flask, MongoDB and good intentions.
|
||||
* [flask-api](https://github.com/flask-api/flask-api) - Browsable Web APIs for Flask.
|
||||
|
|
@ -1000,13 +860,11 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* Pyramid
|
||||
* [cornice](https://github.com/Cornices/cornice) - A RESTful framework for Pyramid.
|
||||
* Framework agnostic
|
||||
* [apistar](https://github.com/encode/apistar) - A smart Web API framework, designed for Python 3.
|
||||
* [falcon](https://github.com/falconry/falcon) - A high-performance framework for building cloud APIs and web app backends.
|
||||
* [fastapi](https://github.com/tiangolo/fastapi) - A modern, fast, web framework for building APIs with Python 3.6+ based on standard Python type hints.
|
||||
* [hug](https://github.com/hugapi/hug) - A Python 3 framework for cleanly exposing APIs.
|
||||
* [sandman2](https://github.com/jeffknupp/sandman2) - Automated REST APIs for existing database-driven systems.
|
||||
* [sanic](https://github.com/huge-success/sanic) - A Python 3.6+ web server and web framework that's written to go fast.
|
||||
* [vibora](https://vibora.io/) - Fast, efficient and asynchronous Web framework inspired by Flask.
|
||||
* [sanic](https://github.com/sanic-org/sanic) - A Python 3.6+ web server and web framework that's written to go fast.
|
||||
|
||||
## Robotics
|
||||
|
||||
|
|
@ -1037,7 +895,7 @@ 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.
|
||||
* [ObsPy](https://github.com/obspy/obspy/wiki/) - A Python toolbox for seismology.
|
||||
* [Open Babel](http://openbabel.org/wiki/Main_Page) - A chemical toolbox designed to speak the many languages of chemical data.
|
||||
* [Open Babel](https://open-babel.readthedocs.io/) - A chemical toolbox designed to speak the many languages of chemical data.
|
||||
* [PyDy](http://www.pydy.org/) - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
|
||||
* [PyMC](https://github.com/pymc-devs/pymc3) - Markov Chain Monte Carlo sampling toolkit.
|
||||
* [QuTiP](http://qutip.org/) - Quantum Toolbox in Python.
|
||||
|
|
@ -1097,7 +955,7 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
* [xlwings](https://github.com/ZoomerAnalytics/xlwings) - A BSD-licensed library that makes it easy to call Python from Excel and vice versa.
|
||||
* [xlwt](https://github.com/python-excel/xlwt) / [xlrd](https://github.com/python-excel/xlrd) - Writing and reading data and formatting information from Excel files.
|
||||
* PDF
|
||||
* [PDFMiner](https://github.com/euske/pdfminer) - A tool for extracting information from PDF documents.
|
||||
* [pdfminer.six](https://github.com/pdfminer/pdfminer.six) - Pdfminer.six is a community maintained fork of the original PDFMiner.
|
||||
* [PyPDF2](https://github.com/mstamy2/PyPDF2) - A library capable of splitting, merging and transforming PDF pages.
|
||||
* [ReportLab](https://www.reportlab.com/opensource/) - Allowing Rapid creation of rich PDF documents.
|
||||
* Markdown
|
||||
|
|
@ -1276,30 +1134,26 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
*Libraries to automate web scraping.*
|
||||
|
||||
* [cola](https://github.com/chineking/cola) - A distributed crawling framework.
|
||||
* [feedparser](https://pythonhosted.org/feedparser/) - Universal feed parser.
|
||||
* [feedparser](https://github.com/kurtmckee/feedparser) - Universal feed parser.
|
||||
* [grab](https://github.com/lorien/grab) - Site scraping framework.
|
||||
* [MechanicalSoup](https://github.com/MechanicalSoup/MechanicalSoup) - A Python library for automating interaction with websites.
|
||||
* [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](https://scrapy.org/) - A fast high-level screen scraping and web crawling framework.
|
||||
* [mechanicalsoup](https://github.com/MechanicalSoup/MechanicalSoup) - A Python library for automating interaction with websites.
|
||||
* [scrapy](https://github.com/scrapy/scrapy) - A fast high-level screen scraping and web crawling framework.
|
||||
|
||||
## Web Frameworks
|
||||
|
||||
*Traditional full stack web frameworks. Also see [RESTful API](https://github.com/vinta/awesome-python#restful-api).*
|
||||
|
||||
* Synchronous
|
||||
* [Django](https://www.djangoproject.com/) - The most popular web framework in Python.
|
||||
* [django](https://github.com/django/django) - The most popular web framework in Python.
|
||||
* [awesome-django](https://github.com/shahraizali/awesome-django)
|
||||
* [awesome-django](https://github.com/wsvincent/awesome-django)
|
||||
* [Flask](http://flask.pocoo.org/) - A microframework for Python.
|
||||
* [flask](https://github.com/pallets/flask) - A microframework for Python.
|
||||
* [awesome-flask](https://github.com/humiaozuzu/awesome-flask)
|
||||
* [Pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
|
||||
* [pyramid](https://pylonsproject.org/) - A small, fast, down-to-earth, open source Python web framework.
|
||||
* [awesome-pyramid](https://github.com/uralbash/awesome-pyramid)
|
||||
* [Masonite](https://github.com/MasoniteFramework/masonite) - The modern and developer centric Python web framework.
|
||||
* [masonite](https://github.com/MasoniteFramework/masonite) - The modern and developer centric Python web framework.
|
||||
* Asynchronous
|
||||
* [Tornado](http://www.tornadoweb.org/en/latest/) - A web framework and asynchronous networking library.
|
||||
* [tornado](https://github.com/tornadoweb/tornado) - A web framework and asynchronous networking library.
|
||||
|
||||
## WebSocket
|
||||
|
||||
|
|
@ -1313,9 +1167,8 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
*WSGI-compatible web servers.*
|
||||
|
||||
* [bjoern](https://github.com/jonashaag/bjoern) - Asynchronous, very fast and written in C.
|
||||
* [gunicorn](https://github.com/benoitc/gunicorn) - Pre-forked, ported from Ruby's Unicorn project.
|
||||
* [uWSGI](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C.
|
||||
* [uwsgi](https://uwsgi-docs.readthedocs.io/en/latest/) - A project aims at developing a full stack for building hosting services, written in C.
|
||||
* [waitress](https://github.com/Pylons/waitress) - Multi-threaded, powers Pyramid.
|
||||
* [werkzeug](https://github.com/pallets/werkzeug) - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
|
||||
|
||||
|
|
@ -1323,49 +1176,25 @@ Inspired by [awesome-php](https://github.com/ziadoz/awesome-php).
|
|||
|
||||
Where to discover learning resources or new Python libraries.
|
||||
|
||||
## Books
|
||||
|
||||
- [Fluent Python](https://www.oreilly.com/library/view/fluent-python/9781491946237/)
|
||||
- [Think Python](https://greenteapress.com/wp/think-python-2e/)
|
||||
|
||||
## Websites
|
||||
|
||||
* Tutorials
|
||||
* [Full Stack Python](https://www.fullstackpython.com/)
|
||||
* [Python Cheatsheet](https://www.pythoncheatsheet.org/)
|
||||
* [Real Python](https://realpython.com)
|
||||
* [The Hitchhiker’s Guide to Python](https://docs.python-guide.org/)
|
||||
* [Ultimate Python study guide](https://github.com/huangsam/ultimate-python)
|
||||
* Libraries
|
||||
* [Awesome Python @LibHunt](https://python.libhunt.com/)
|
||||
* Others
|
||||
* [Python ZEEF](https://python.zeef.com/alan.richmond)
|
||||
* [Pythonic News](https://news.python.sc/)
|
||||
* [What the f*ck Python!](https://github.com/satwikkansal/wtfpython)
|
||||
|
||||
## Newsletters
|
||||
|
||||
* [Awesome Python Newsletter](http://python.libhunt.com/newsletter)
|
||||
* [Pycoder's Weekly](http://pycoders.com/)
|
||||
* [Pycoder's Weekly](https://pycoders.com/)
|
||||
* [Python Tricks](https://realpython.com/python-tricks/)
|
||||
* [Python Weekly](http://www.pythonweekly.com/)
|
||||
* [Python Weekly](https://www.pythonweekly.com/)
|
||||
|
||||
## Podcasts
|
||||
|
||||
* [Django Chat](https://djangochat.com/)
|
||||
* [Podcast.\_\_init__](https://podcastinit.com/)
|
||||
* [Python Bytes](https://pythonbytes.fm)
|
||||
* [Running in Production](https://runninginproduction.com/)
|
||||
* [Talk Python To Me](https://talkpython.fm/)
|
||||
* [Test and Code](https://testandcode.com/)
|
||||
* [Python Test](https://podcast.pythontest.com/)
|
||||
* [The Real Python Podcast](https://realpython.com/podcasts/rpp/)
|
||||
|
||||
# Contributing
|
||||
|
||||
Your contributions are always welcome! Please take a look at the [contribution guidelines](https://github.com/vinta/awesome-python/blob/master/CONTRIBUTING.md) first.
|
||||
|
||||
I will keep some pull requests open if I'm not sure whether those libraries are awesome, you could [vote for them](https://github.com/vinta/awesome-python/pulls) by adding :+1: to them. Pull requests will be merged when their votes reach **20**.
|
||||
|
||||
- - -
|
||||
|
||||
If you have any question about this opinionated list, do not hesitate to contact me [@VintaChen](https://twitter.com/VintaChen) on Twitter or open an issue on GitHub.
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user