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Although Python 3.7 end-of-life is set for in 6 months (Jun 27, 2023), scikit-learn does not support it as of 1.8.0 (which will become the minimal version with #161).
I belive discontinuing Python 3.7 at this point is better than implementing the bspline matrix ourselves.