awesome-python
awesome-python 是 vinta 发起维护的 Python 资源列表，内容包括：Web框架、网络爬虫、网络内容提取、模板引擎、数据库、数据可视化、图片处理、文本处理、自然语言处理、机器学习、日志、代码分析等。十分受Python开发者的青睐。
https://github.com/DarLiner/awesome-python
Last synced: 9 days ago
JSON representation
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Text Processing
- sqlparse - A non-validating SQL parser.
- Levenshtein - Fast computation of Levenshtein distance and string similarity.
- textdistance - Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
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Third-party APIs
- apache-libcloud - One Python library for all clouds.
- List of Python API Wrappers and Libraries
- boto3 - Python interface to Amazon Web Services.
- django-wordpress - WordPress models and views for Django.
- facebook-sdk - Facebook Platform Python SDK.
- facepy - Facepy makes it really easy to interact with Facebook's Graph API
- gmail - A Pythonic interface for Gmail.
- gspread - Google Spreadsheets Python API.
- twython - A Python wrapper for the Twitter API.
- google-api-python-client - Google APIs Client Library for Python.
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Twitter
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URL Manipulation
- furl - A small Python library that makes parsing and manipulating URLs easy.
- purl - A simple, immutable URL class with a clean API for interrogation and manipulation.
- pyshorteners - A pure Python URL shortening lib.
- short_url - Python implementation for generating Tiny URL and bit.ly-like URLs.
- webargs - A friendly library for parsing HTTP request arguments, with built-in support for popular web frameworks, including Flask, Django, Bottle, Tornado, and Pyramid.
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Video
- scikit-video - Video processing routines for SciPy.
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Web Content Extracting
- Haul - An Extensible Image Crawler.
- html2text - Convert HTML to Markdown-formatted text.
- lassie - Web Content Retrieval for Humans.
- micawber - A small library for extracting rich content from URLs.
- newspaper - News extraction, article extraction and content curation in Python.
- python-goose - HTML Content/Article Extractor.
- python-readability - Fast Python port of arc90's readability tool.
- requests-html - Pythonic HTML Parsing for Humans.
- sanitize - Bringing sanity to world of messed-up data.
- sumy - A module for automatic summarization of text documents and HTML pages.
- textract - Extract text from any document, Word, PowerPoint, PDFs, etc.
- toapi - Every web site provides APIs.
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Web Crawling & Web Scraping
- cola - A distributed crawling framework.
- Demiurge - PyQuery-based scraping micro-framework.
- MechanicalSoup - A Python library for automating interaction with websites.
- portia - Visual scraping for Scrapy.
- pyspider - A powerful spider system.
- RoboBrowser - A simple, Pythonic library for browsing the web without a standalone web browser.
- Grab - Site scraping framework.
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Web Frameworks
- Django - The most popular web framework in Python.
- Pyramid - A small, fast, down-to-earth, open source Python web framework.
- awesome-pyramid
- Vibora - Fast, efficient and asynchronous Web framework inspired by Flask.
- awesome-flask
- Sanic - Web server that's written to go fast.
- Flask - A microframework for Python.
- awesome-django
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Websites
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WebSocket
- AutobahnPython - WebSocket & WAMP for Python on Twisted and [asyncio](https://docs.python.org/3/library/asyncio.html).
- django-channels - Developer-friendly asynchrony for Django.
- django-socketio - WebSockets for Django.
- WebSocket-for-Python - WebSocket client and server library for Python 2 and 3 as well as PyPy.
- Crossbar - Open-source Unified Application Router (Websocket & WAMP for Python on Autobahn).
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Weekly
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WSGI Servers
- fapws3 - Asynchronous (network side only), written in C.
- uWSGI - A project aims at developing a full stack for building hosting services, written in C.
- bjoern - Asynchronous, very fast and written in C.
- fapws3 - Asynchronous (network side only), written in C.
- gunicorn - Pre-forked, partly written in C.
- meinheld - Asynchronous, partly written in C.
- netius - Asynchronous, very fast.
- rocket - Multi-threaded.
- Werkzeug - A WSGI utility library for Python that powers Flask and can easily be embedded into your own projects.
- waitress - Multi-threaded, powers Pyramid.
Programming Languages
Categories
Testing
26
Command-line Tools
25
Text Processing
23
Database Drivers
20
Debugging Tools
19
Weekly
18
Websites
16
Specific Formats Processing
16
Science
15
ORM
15
GUI
14
RESTful API
14
Audio
14
Twitter
13
DevOps Tools
13
Implementations
13
Image Processing
12
Authentication
12
Web Content Extracting
12
Editor Plugins and IDEs
11
CMS
11
Code Analysis
11
Deep Learning
10
Third-party APIs
10
Email
10
Data Visualization
10
Natural Language Processing
10
WSGI Servers
10
Date and Time
9
Hardware
8
Search
8
Data Validation
8
Recommender Systems
8
Asset Management
8
Game Development
8
HTML Manipulation
8
Web Frameworks
8
E-commerce
8
Machine Learning
7
Concurrency and Parallelism
7
Caching
7
Job Scheduler
7
Web Crawling & Web Scraping
7
Files
7
Build Tools
6
Functional Programming
6
Network Virtualization
6
Podcasts
6
Networking
6
Microsoft Windows
6
Geolocation
6
Static Site Generator
6
Admin Panels
5
Environment Management
5
Distribution
5
Cluster Computing
5
Package Management
5
WebSocket
5
Computer Vision
5
HTTP
5
Data Analysis
5
Continuous Integration
5
Miscellaneous
5
URL Manipulation
5
Configuration
4
Cryptography
4
Built-in Classes Enhancement
4
Logging
4
Package Repositories
4
Documentation
4
Forms
4
Interactive Interpreter
3
Robotics
3
Foreign Function Interface
3
RPC Servers
3
Serverless Frameworks
3
Algorithms and Design Patterns
3
Database
3
Permissions
3
Queue
3
Code Quality
3
News Feed
2
Anti-spam
2
Template Engine
2
Processes
2
Internationalization
2
Downloader
2
Compatibility
1
Serialization
1
Video
1
Tagging
1
Sub Categories
Keywords
python
181
django
13
machine-learning
13
python3
12
testing
12
awesome-list
11
http
11
awesome
9
flask
7
python-3
7
debugging
7
asyncio
7
deep-learning
7
library
6
cli
6
aws
6
database
6
web
5
data-science
5
pypi
5
recommender-system
5
api
4
mock
4
terminal
4
linux
4
javascript
4
cloud-management
4
cloud
4
framework
4
json
4
matrix-factorization
4
python2
4
visualization
4
sqlalchemy
4
email
3
testing-tools
3
schema
3
serialization
3
automation
3
jupyter
3
developer-tools
3
mocking
3
markdown
3
natural-language-processing
3
nlp
3
audio
3
orm
3
parsing
3
rest
3
redis
3