- 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