Fix issue #75

[sebhahn]

First implementation of handling np.inf in k_nearest_neighbor search:

• always return k results (i.e. include np.inf in distances)
• set gpi (with a distance == np.inf) to int32 max value (i.e. 2147483647)

I'm not really happy with setting the gpi to a dummy value. Another option would be returning a masked array for gpi and distance. Or return a boolean array indicating valid entries and leave it to the user how to handle them

main changes: fdc80d2

[wpreimes]

Thanks. Looks generally good. I don't mind the dummy value. It should be clear from the docs that the GPI and dist should be used together. From my side we can merge this. I think it should not affect any of our other packages.