I would rename "tmp" as "work_buffer".

Same for "VI" I don't understand the meaning either.

I would also like to avoid "p" in the public API of kNN methods. Maybe
use a "distance" parameter that could accept string values such as
distance="euclidean" or distance="manhattan" or a float value that
would be interpreted as an arbitrary Minkowski distances.

-- 
Olivier

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