wengong-jin / hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs
MIT License
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Question about constraint optimization #29

Open Lung-Yi opened 2 years ago

Lung-Yi commented 2 years ago

Is there a way to use constraint optimization to find novel molecules with higher desired property? I read the paper about your previous work (Junction Tree Variational Autoencoder) and wonder if it is feasible to jointly train HeirG2G with a property predictor and use gradient ascent to find novel similar molecules. Thanks!