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It's possible that if the initial guess is too low, the _query_expand function will iterate beyond its MAX_ITER limit before finding a single approximate match. This is patched by forcing the initial guess function to report a minimum radius of 0.5, but this could be problematic in certain coordinate systems.
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This is a dummy PR to allow easy comparison of the changes created for my thesis work to the core Scikit-Learn code.