python packages for data mining and machine learning

• Basics
• Machine Learning and Data Mining
• Natural Language
• Deep learning and textmining for text mining:

The following are the best Python modules for data mining from kdnuggets.

Basics

• numpy - numerical library
• scipy - Advanced math, signal processing, *
  optimization, statistics
• matplotlib python plotting - Matplotlib

Machine Learning and Data Mining

• MDP a collection of supervised and unsupervised
• mlpy Machine Learning Python
• NetworkX for graph analysis
• Orange Data Mining Fruitful & Fun
• pandas Python Data Analysis Library
• pybrain
• scikits-learn - Classic machine learning algorithms - Provide simple an efficient solutions to learning problems

Natural Language

• NLTK Natural Language Toolkit

For web scraping

• Scrapy An open source web scraping framework for Python

Deep learning and textmining for text mining:

• Theano deep learning
• textmining text mining