Libraries
pythonlibrariesecosystemweb-developmentdata-science
Abstraction: Categorized reference of Python libraries circa 2014
Key points:
- Package management: pip (PyPA recommended) and Setuptools; web frameworks: Django, Tornado, Pyramid (full), Flask, Bottle, web.py (micro)
- HTTP/scraping: requests, scrapy, Beautiful Soup, httpie, pyquery, portia
- ORM: SQLAlchemy (full-featured), peewee (lightweight); NoSQL: redis-py, PyMongo
- Task queues: Celery (distributed), RQ (Redis-backed); testing: pytest, nose, tox, buildbot
- Deployment: ansible, salt, fabric, Gunicorn; event-driven networking: gevent
- Data/text: NumPy (scientific computing), TextBlob (sentiment analysis); CLI: click, docopt
Connections: Python · Django · Flask · Python Ecosystem · Web Development
Source: http://easy-python.readthedocs.org/en/latest/libraries.html#package-management