有本书叫做 Python for Data Analysis ,有中译文版 python数据分析,里面讲到了一些python数据分析工具。
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
听的比较多的应该就是:
matplotlib,numpy,scipy ,pandas 我自己用的不多,大概知道这么些。