Abstract Cartesian reverse differential categories (CRDCs) are a recently defined structure which categorically model the differentiation operations used in supervised learning. Here, we define related called monoidal category , prove important results about its relationship to CRDCs, and provide examples of both structures, including coming from models quantum computation.