What uses of MDArrays in deep learning don't correspond to tensor manipulations? Many aspects of deep learning theory are discussed in a coordinate-free manner as tensors or multilinear maps, with the MDArray simply referring to the coordinate representation. The operations on the MDArray then refer to a change in representation of the underlying linear-algebraic object, or a discretized version of a linear-algebraic operation on the underlying object. Hence I find the naming entirely appropriate.