Implementing unitary and orthogonal matrices [DO NOT MERGE] #186
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This PR implements unitary and orthogonal matrix sampling, as described in #83 and #148. It relies on features of scipy 0.18 and numpy 1.7.1. edX presently uses scipy 0.14 and numpy 1.6.2, hence everything is presently failing. Very sad.