i , with the exact embedding vector. From a practical point of view, it is crucial to design a learning algorithm that labels chemical neighborhoods uniquely without redundancy in the representation. This requires an ordering of the elements of the neighborhood environment for which the practical implementation of the above equation can be found in the supplementary material.