I also like the idea of a scipy.spatial library. For the research I do in machine learning and computer vision we are often interested in specifying different distance measures. It would be nice to have a way to specify the distance measure. I would like to see a standard set included: City Block, Euclidean, Correlation, etc as well as a capability for a user defined distance or similarity function.
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