As an example of building an application-focused compound library by transfer learning, we selected five structurally similar molecules from the MEGx collection of natural product screening compounds (compounds 1-5, Fig. ) according to their Jaccard-Tanimoto similarity computed on Morgan fingerprints (similarity higher than 0.78). These five natural products were used for transfer learning.