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I gave a look to the documentation. The closest thing to an array derivative, as much as I understand, is this: In[2]:= Derror[a_, w_, q_, t_] = D[Error[a, w, q, t], {{w, q}}] Out[2]= {-2 (a.1 (1 - LogisticSigmoid[a.w])...