Python Packages

IPython

Overview: http://ipython.org/

Documentation: http://ipython.org/documentation.html

Examples Gallery: http://nbviewer.ipython.org/

NumPy

Overview: http://www.numpy.org/

Documentation: http://docs.scipy.org/doc/numpy/reference/

Tutorial: http://www.scipy.org/Tentative_NumPy_Tutorial

SciPy

Overview: http://www.scipy.org/

Documentation: http://docs.scipy.org/doc/

Tutorial: http://docs.scipy.org/doc/scipy/reference/tutorial/

Recipes: http://www.scipy.org/Cookbook

matplotlib

Overview: http://matplotlib.org/

Documentation: http://matplotlib.org/contents.html

Examples Index: http://matplotlib.org/examples/index.html

Examples Gallery: http://matplotlib.org/gallery.html

pandas

Overview: http://pandas.pydata.org/

Documentation: http://pandas.pydata.org/pandas-docs/stable/

Recipes: http://pandas.pydata.org/pandas-docs/stable/cookbook.html

StatsModels

Overview: http://statsmodels.sourceforge.net/

Documentation: http://statsmodels.sourceforge.net/stable/index.html

NetworkX

Overview: http://networkx.github.io/

Documentation: http://networkx.github.io/documentation/latest/contents.html

Tutorial: http://networkx.github.io/documentation/latest/tutorial/

Examples: http://networkx.github.io/documentation/latest/examples/

Natural Language Toolkit (NLTK)

Overview: http://nltk.org/

Documentation: http://nltk.org/api/nltk.html

Tutorial: http://nltk.org/book/

scikits

Overview: http://scikits.appspot.com/

Index of Kits: http://scikits.appspot.com/scikits

scikit-learn

Overview: http://scikit-learn.org/stable/

Documentation: http://scikit-learn.org/stable/modules/classes.html

Tutorial: http://scikit-learn.org/stable/tutorial/index.html

Examples Gallery: http://scikit-learn.org/stable/auto_examples/index.html

scikit-image

Overview: http://scikit-image.org/

Documentation: http://scikit-image.org/docs/dev/

Examples Gallery: http://scikit-image.org/docs/dev/auto_examples/

SymPy

Overview: http://sympy.org/en/index.html

Documentation: http://docs.sympy.org/

Online Interpreter: http://live.sympy.org/

StarCluster

Overview: http://star.mit.edu/cluster/

Documentation: http://star.mit.edu/cluster/docs/latest/manual/index.html

Tutorial: http://star.mit.edu/cluster/docs/latest/quickstart.html

Note: You need to setup an Amazon AWS account before you can do anything

useful with this software. The account is free and you are given an initial number of compute hours for free as well. However, you will be charged beyond a certain point or for using a certain class of computing resources.

Cython

Overview: http://cython.org/

Documentation: http://docs.cython.org/

Tutorial: http://docs.cython.org/src/tutorial/index.html

Numba

Overview: http://numba.pydata.org/

Documentation: http://numba.pydata.org/numba-doc/0.8/index.html

Examples: http://numba.pydata.org/numba-doc/0.8/examples.html