Also, I've found that nearest neighbors are often faster using a single core given the overhead that multiprocessing brings... If you're doing a single query over billions or more of points, parallel is faster, but if you are doing lots of neighbor queries over hundreds of thousand or a few million points, the single threaded call will be faster.
~Shane

On 05/30, Gael Varoquaux wrote:
You need to set the n_jobs parameter of the KNearestNeighbour object.

Gaƫl
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