This is why I prefer the other interpretation of the AD abbreviation – Algorithmic Differentiation. I think it better reflects the essence than Automatic differentiation. Anyway, AD is distinct both from symbolic and numerical differentiation Simple numerical differentiation - #5 by zdenek_hurak.
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