To help you get started, some relevant documentation:

http://docs.scipy.org/doc/numpy/reference/ufuncs.html

http://docs.scipy.org/doc/numpy/reference/routines.random.ht...

http://docs.scipy.org/doc/numpy/reference/generated/numpy.nd...

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