Performance of the recommender neural networks. We trained several graph template recommender models, differentiated by the input information available to each model. The ECFP policy expansion network according to Genheden et al. converged within 15-20 epochs, which is quicker than the graph neural networks . However, all graph models converged within 100-150 epochs as seen in SI Figure S 1.