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Probably, you are looking for Hermite interpolation. For interpolation up to the first order derivative, you can use SciPy's CubicHermiteSpline, which is available in SageMath:
sage: from scipy.interpolate import CubicHermiteSpline
sage: CubicHermiteSpline?
