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fucking-awesome-python
awesome-python with :octocat: :star: and :fork_and_knife:
https://github.com/trananhkma/fucking-awesome-python
Last synced: 4 days ago
JSON representation
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Algorithms and Design Patterns
- :octocat: python-patterns - :star: 37686 :fork_and_knife: 6835 - A collection of design patterns in Python.
- :octocat: algorithms - :star: 22740 :fork_and_knife: 4501 - Minimal examples of data structures and algorithms.
- :octocat: python-ds - :star: 2141 :fork_and_knife: 540 - A collection of data structure and algorithms for coding interviews.
- :octocat: sortedcontainers - :star: 2985 :fork_and_knife: 195 - Fast and pure-Python implementation of sorted collections.
- :octocat: TheAlgorithms - :star: 160888 :fork_and_knife: 40767 - All Algorithms implemented in Python.
- :octocat: PyPattyrn - :star: 2015 :fork_and_knife: 143 - A simple yet effective library for implementing common design patterns.
- :octocat: transitions - :star: 4939 :fork_and_knife: 514 - A lightweight, object-oriented finite state machine implementation.
- awesome-algorithms
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Admin Panels
- :octocat: ajenti - :star: 7157 :fork_and_knife: 832 - The admin panel your servers deserve.
- :octocat: django-jet - :star: 3445 :fork_and_knife: 786 - Modern responsive template for the Django admin interface with improved functionality.
- :octocat: django-xadmin - :star: 4709 :fork_and_knife: 1428 - Drop-in replacement of Django admin comes with lots of goodies.
- :octocat: flower - :star: 5764 :fork_and_knife: 1022 - Real-time monitor and web admin for Celery.
- :octocat: jet-bridge - :star: 1415 :fork_and_knife: 136 - Admin panel framework for any application with nice UI (ex Jet Django)
- :octocat: wooey - :star: 1973 :fork_and_knife: 187 - A Django app which creates automatic web UIs for Python scripts.
- :earth_americas: django-grappelli - A jazzy skin for the Django Admin-Interface.
- :earth_americas: django-suit - Alternative Django Admin-Interface (free only for Non-commercial use).
- :octocat: flask-admin - :star: 5409 :fork_and_knife: 1548 - Simple and extensible administrative interface framework for Flask.
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ASGI Servers
- :octocat: daphne - :star: 2050 :fork_and_knife: 242 - A HTTP, HTTP2 and WebSocket protocol server for ASGI and ASGI-HTTP.
- :octocat: uvicorn - :star: 6752 :fork_and_knife: 596 - A lightning-fast ASGI server implementation, using uvloop and httptools.
- ASGI - compatible web servers.*
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Asynchronous Programming
- :octocat: trio - :star: 5438 :fork_and_knife: 304 - A friendly library for async concurrency and I/O.
- :octocat: uvloop - :star: 9432 :fork_and_knife: 554 - Ultra fast asyncio event loop.
- :earth_americas: asyncio - (Python standard library) Asynchronous I/O, event loop, coroutines and tasks.
- :earth_americas: Twisted - An event-driven networking engine.
- awesome-asyncio
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Audio
- :octocat: audioread - :star: 442 :fork_and_knife: 107 - Cross-library (GStreamer + Core Audio + MAD + FFmpeg) audio decoding.
- :octocat: dejavu - :star: 6081 :fork_and_knife: 1405 - Audio fingerprinting and recognition.
- :octocat: kapre - :star: 892 :fork_and_knife: 146 - Keras Audio Preprocessors
- :octocat: librosa - :star: 6052 :fork_and_knife: 888 - Python library for audio and music analysis
- :octocat: matchering - :star: 994 :fork_and_knife: 132 - A library for automated reference audio mastering.
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Data Validation
- :earth_americas: colander - Validating and deserializing data obtained via XML, JSON, an HTML form post.
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Data Visualization
- awesome-javascript
- :earth_americas: PyGraphviz - Python interface to [Graphviz](http://www.graphviz.org/).
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Third-party APIs
- :earth_americas: apache-libcloud - One Python library for all clouds.
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Build Tools
- :earth_americas: buildout - A build system for creating, assembling and deploying applications from multiple parts.
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Built-in Classes Enhancement
- :earth_americas: dataclasses - (Python standard library) Data classes.
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CMS
- :earth_americas: django-cms - An Open source enterprise CMS based on the Django.
- :earth_americas: plone - A CMS built on top of the open source application server Zope.
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Caching
- :earth_americas: HermesCache - Python caching library with tag-based invalidation and dogpile effect prevention.
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Code Analysis
- :earth_americas: flake8 - A wrapper around `pycodestyle`, `pyflakes` and McCabe.
- :earth_americas: pylint - A fully customizable source code analyzer.
- awesome-python-typing
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Command-line Interface Development
- :earth_americas: click - A package for creating beautiful command line interfaces in a composable way.
- :earth_americas: docopt - Pythonic command line arguments parser.
- :earth_americas: colorama - Cross-platform colored terminal text.
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Compatibility
- :earth_americas: six - Python 2 and 3 compatibility utilities.
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Computer Vision
- :earth_americas: OpenCV - Open Source Computer Vision Library.
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Concurrency and Parallelism
- :earth_americas: concurrent.futures - (Python standard library) A high-level interface for asynchronously executing callables.
- :earth_americas: eventlet - Asynchronous framework with WSGI support.
- :octocat: gevent - :star: 1492 :fork_and_knife: 230 - A coroutine-based Python networking library that uses [greenlet](https://github.com/python-greenlet/greenlet).
- :earth_americas: multiprocessing - (Python standard library) Process-based parallelism.
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Configuration
- :earth_americas: configparser - (Python standard library) INI file parser.
- :earth_americas: profig - Config from multiple formats with value conversion.
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Cryptography
- :earth_americas: cryptography - A package designed to expose cryptographic primitives and recipes to Python developers.
- :earth_americas: passlib - Secure password storage/hashing library, very high level.
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Data Analysis
- :earth_americas: Pandas - A library providing high-performance, easy-to-use data structures and data analysis tools.
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Database Drivers
- awesome-postgres
- :earth_americas: psycopg2 - The most popular PostgreSQL adapter for Python.
- :earth_americas: pymssql - A simple database interface to Microsoft SQL Server.
- :earth_americas: py2neo - A client library and toolkit for working with Neo4j.
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Date and Time
- :earth_americas: Arrow - A Python library that offers a sensible and human-friendly approach to creating, manipulating, formatting and converting dates, times and timestamps.
- :earth_americas: pytz - World timezone definitions, modern and historical. Brings the [tz database](https://en.wikipedia.org/wiki/Tz_database) into Python.
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Deep Learning
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DevOps Tools
- :earth_americas: cloudinit - A multi-distribution package that handles early initialization of a cloud instance.
- :earth_americas: OpenStack - Open source software for building private and public clouds.
- :earth_americas: BorgBackup - A deduplicating archiver with compression and encryption.
- :earth_americas: docker-compose - Fast, isolated development environments using [Docker](https://www.docker.com/).
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Distributed Computing
- :earth_americas: PySpark - [Apache Spark](https://spark.apache.org/) Python API.
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Distribution
- :earth_americas: py2exe - Freezes Python scripts (Windows).
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GUI Development
- :earth_americas: curses - Built-in wrapper for [ncurses](http://www.gnu.org/software/ncurses/) used to create terminal GUI applications.
- :earth_americas: kivy - A library for creating NUI applications, running on Windows, Linux, Mac OS X, Android and iOS.
- :earth_americas: PyGObject - Python Bindings for GLib/GObject/GIO/GTK+ (GTK+3).
- :earth_americas: PyQt - Python bindings for the [Qt](https://www.qt.io/) cross-platform application and UI framework.
- :earth_americas: Tkinter - Tkinter is Python's de-facto standard GUI package.
- :earth_americas: urwid - A library for creating terminal GUI applications with strong support for widgets, events, rich colors, etc.
- :earth_americas: wxPython - A blending of the wxWidgets C++ class library with the Python.
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Downloader
- :earth_americas: you-get - A YouTube/Youku/Niconico video downloader written in Python 3.
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E-commerce
- :earth_americas: shoop - An open source E-Commerce platform based on Django.
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Editor Plugins and IDEs
- :earth_americas: Python - The official VSCode extension with rich support for Python.
- :earth_americas: PyCharm - Commercial Python IDE by JetBrains. Has free community edition available.
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Files
- :earth_americas: mimetypes - (Python standard library) Map filenames to MIME types.
- :earth_americas: pathlib - (Python standard library) An cross-platform, object-oriented path library.
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Foreign Function Interface
- :earth_americas: cffi - Foreign Function Interface for Python calling C code.
- :earth_americas: ctypes - (Python standard library) Foreign Function Interface for Python calling C code.
- :earth_americas: PyCUDA - A Python wrapper for Nvidia's CUDA API.
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Game Development
- :earth_americas: Cocos2d - cocos2d is a framework for building 2D games, demos, and other graphical/interactive applications.
- :earth_americas: Panda3D - 3D game engine developed by Disney.
- :earth_americas: Pygame - Pygame is a set of Python modules designed for writing games.
- :earth_americas: RenPy - A Visual Novel engine.
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Geolocation
- :earth_americas: GeoDjango - A world-class geographic web framework.
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HTML Manipulation
- :earth_americas: BeautifulSoup - Providing Pythonic idioms for iterating, searching, and modifying HTML or XML.
- :earth_americas: cssutils - A CSS library for Python.
- :earth_americas: xmldataset - Simple XML Parsing.
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Hardware
- :earth_americas: Pingo - Pingo provides a uniform API to program devices like the Raspberry Pi, pcDuino, Intel Galileo, etc.
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Image Processing
- :earth_americas: imgSeek - A project for searching a collection of images using visual similarity.
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Implementations
- :earth_americas: Jython - Implementation of Python programming language written in Java for the JVM.
- :earth_americas: Numba - Python JIT compiler to LLVM aimed at scientific Python.
- :earth_americas: PyPy - A very fast and compliant implementation of the Python language.
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Interactive Interpreter
- :octocat: awesome-jupyter - :star: 3434 :fork_and_knife: 409
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Job Scheduler
- :earth_americas: Airflow - Airflow is a platform to programmatically author, schedule and monitor workflows.
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Logging
- :earth_americas: logging - (Python standard library) Logging facility for Python.
- :earth_americas: structlog - Structured logging made easy.
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Machine Learning
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Microsoft Windows
- :earth_americas: Python(x,y) - Scientific-applications-oriented Python Distribution based on Qt and Spyder.
- :earth_americas: WinPython - Portable development environment for Windows 7/8.
- :earth_americas: pythonlibs - Unofficial Windows binaries for Python extension packages.
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Miscellaneous
- :earth_americas: tryton - A general purpose business framework.
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Natural Language Processing
- :earth_americas: spacy - A library for industrial-strength natural language processing in Python and Cython.
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ORM
- :earth_americas: Django Models - The Django ORM.
- :earth_americas: SQLAlchemy - The Python SQL Toolkit and Object Relational Mapper.
- :octocat: awesome-sqlalchemy - :star: 2627 :fork_and_knife: 147
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Package Management
- :earth_americas: pip - The package installer for Python.
- :earth_americas: PyPI
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Processes
- :earth_americas: sarge - Yet another wrapper for subprocess.
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Refactoring
- :earth_americas: Bowler - Safe code refactoring for modern Python.
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RESTful API
- :earth_americas: django-tastypie - Creating delicious APIs for Django apps.
- :earth_americas: vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
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Robotics
- :earth_americas: rospy - This is a library for ROS (Robot Operating System).
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Science
- :earth_americas: Open Babel - A chemical toolbox designed to speak the many languages of chemical data.
- :earth_americas: PyDy - Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion.
- :earth_americas: RDKit - Cheminformatics and Machine Learning Software.
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Search
- :earth_americas: elasticsearch-py - The official low-level Python client for [Elasticsearch](https://www.elastic.co/products/elasticsearch).
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Specific Formats Processing
- :earth_americas: openpyxl - A library for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
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Template Engine
- :earth_americas: Genshi - Python templating toolkit for generation of web-aware output.
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Testing
- :earth_americas: pytest - A mature full-featured Python testing tool.
- :earth_americas: unittest - (Python standard library) Unit testing framework.
- :earth_americas: Selenium - Python bindings for [Selenium](http://www.seleniumhq.org/) WebDriver.
- :earth_americas: doublex - Powerful test doubles framework for Python.
- :earth_americas: mock - (Python standard library) A mocking and patching library.
- :earth_americas: coverage - Code coverage measurement.
- :earth_americas: radar - Generate random datetime / time.
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Web Crawling
- :earth_americas: scrapy - A fast high-level screen scraping and web crawling framework.
- :earth_americas: feedparser - Universal feed parser.
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Web Frameworks
- :earth_americas: Django - The most popular web framework in Python.
- :earth_americas: Pyramid - A small, fast, down-to-earth, open source Python web framework.
- :octocat: awesome-pyramid - :star: 540 :fork_and_knife: 59
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Text Processing
- :earth_americas: difflib - (Python standard library) Helpers for computing deltas.
- :earth_americas: unidecode - ASCII transliterations of Unicode text.
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Web Asset Management
- :earth_americas: fanstatic - Packages, optimizes, and serves static file dependencies as Python packages.
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WSGI Servers
- :earth_americas: uWSGI - A project aims at developing a full stack for building hosting services, written in C.
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Books
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Websites
- :earth_americas: Full Stack Python
- :earth_americas: Python Cheatsheet
- :earth_americas: The Hitchhiker’s Guide to Python
- :earth_americas: Awesome Python @LibHunt
- :earth_americas: Python ZEEF
- :earth_americas: Pythonic News
- :earth_americas: Explore Python - Discover & find a curated list of popular & new libraries, top authors, trending project kits, discussions, tutorials & learning resources on kandi.
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Newsletters
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Podcasts
Categories
Admin Panels
9
Algorithms and Design Patterns
8
Testing
7
Websites
7
GUI Development
7
Podcasts
6
Audio
5
Asynchronous Programming
5
DevOps Tools
4
Concurrency and Parallelism
4
Database Drivers
4
Game Development
4
ORM
3
Science
3
Foreign Function Interface
3
Web Frameworks
3
Code Analysis
3
Implementations
3
Command-line Interface Development
3
HTML Manipulation
3
Microsoft Windows
3
ASGI Servers
3
Date and Time
2
Cryptography
2
Editor Plugins and IDEs
2
Files
2
CMS
2
Configuration
2
Data Visualization
2
Web Crawling
2
Logging
2
Package Management
2
RESTful API
2
Text Processing
2
Miscellaneous
1
Downloader
1
Distribution
1
Machine Learning
1
Built-in Classes Enhancement
1
Caching
1
Data Validation
1
Deep Learning
1
Robotics
1
Third-party APIs
1
Specific Formats Processing
1
Newsletters
1
Build Tools
1
WSGI Servers
1
Geolocation
1
Refactoring
1
Image Processing
1
E-commerce
1
Processes
1
Books
1
Distributed Computing
1
Template Engine
1
Interactive Interpreter
1
Computer Vision
1
Data Analysis
1
Job Scheduler
1
Compatibility
1
Natural Language Processing
1
Search
1
Hardware
1
Web Asset Management
1
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