1. Structural Difference Fingerprint(SDF) The SDF for a reaction is the weighted sum of the Morgan fingerprint of the reagents and the difference between the total fingerprint of the products and the reactants. In our experiment, we did not include the reagents component. Thus, the embedding for reaction i is calculated as