This list is my summary of Quora question What are the best Python 2.7 modules for data mining?
Basics:
- numpy – numerical library, numpy.scipy.org/
- scipy – Advanced math, signal processing, optimization, statistics,www.scipy.org/
- matplotlib, python plotting – Matplotlib, matplotlib.org
Machine Learning and Data Mining:
- MDP, a collection of supervised and unsupervised learning algorithms,pypi.python.org/pypi/MDP/2.4
- mlpy, Machine Learning Python, mlpy.sourceforge.net
- NetworkX, for graph analysis, networkx.lanl.gov/
- Orange, Data Mining Fruitful & Fun, biolab.si
- pandas, Python Data Analysis Library,pandas.pydata.org
- pybrain, pybrain.org
- scikits-learn – Classic machine learning algorithms – Provide simple an efficient solutions to learning problems, scikit-learn.org/stable/
Natural Language:
- NLTK, Natural Language Toolkit, nltk.org
For web scraping:
- Scrapy, An open source web scraping framework for Python scrapy.org
- urllib/urllib2
http://www.kdnuggets.com/2012/11/best-python-modules-for-data-mining.html
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