GitHub - maxhodak/keras-molecules: Autoencoder network for learning a continuous representation of molecular structures.

Abstract from the paper We report a method to convert discrete representations of molecules to and from a multidimensional continuous representation. This generative model allows efficient search and optimization through open-ended spaces of chemical compounds. We train deep neural networks on hundreds of thousands of existing chemical structures to construct two coupled functions: an encoder and