In reply to @jamesgrime

@jamesgrime @peterrowlett my guess is, fit assumes the points aren't on the line and interpolate uses something like Chebyshev interpolation

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In reply to @christianp

@jamesgrime @peterrowlett ... and because "quadratic through {X}" is most often used to fit regression models, it uses the "fit" algorithm

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