Density functional theory (DFT) calculations were performed on the fragment training structures to obtain the ground-state electron densities used to train the model. DFT calculations were performed using psi4 with the PBE0 hybrid functional and the aug-cc-pvdz basis . The machine learning model outputs will reflect the level of theory used to generate the training data, although in principle, the model can be trained on any level of theory.