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Make all random number generators use the same seed from config

tchervec requested to merge 74-make-sure-all-random-number-generators-use-the-same-seed into master

Make all random number generators use the same seed from config. We use numpy.random.RandomState as it is frozen and thus guaranteed to produce the same values every time.

Closes #74 (closed)

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