[MNT] - Fix use of nans in test for new numpy #333
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The tests are currently failing as new numpy has deprecated np.NaN, which we use in a couple of our tests. This PR fixes that. Other than our use of these NaN values in our tests, I don't think this switch from numpy should affect anything else.
In addition there is a minor update to a doctest example, to fix an error with doctest being very pedantic with type (float vs numpy float).