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Make quadtree calculations faster
I experimented with a multiprocessing implementation of the quadtree algorithm in the following notebook. The multiprocessing component isn't all that useful, but the changes also include logic for better, faster splitting rules. If I take this to completion it will represent a very significant speedup in this algorithm's runtime.