Fig. 1.

Chemical space exploration with RNNs. a Direct chemical space exploitation around known active molecules. Generator_1 is used to generate SMILES sequences, after being trained with SMILES sequences of active molecules. b Chemical space exploration for an unknown space. RNNs and virtual screening are combined to realize virtual screening based on local chemical space. Molecules are generated with generator_2, which has been trained through TL