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Parallelise nearest neighbors methods #3536

@jnothman

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@jnothman

The KNN data structures (KDTree, BallTree) could perform queries in parallel, or at least enable multithreading by releasing the GIL within their methods.

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    EnhancementModerateAnything that requires some knowledge of conventions and best practices

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