Fig. 5.

Distributions of molecular descriptors from the training data and the generated data. The distributions of the individual molecular descriptor values overlap significantly between the molecules in the training data and the molecules generated by the LSTM. The median and lower quartile values are equal in the distribution of hydrogen bond donors; thus, there is no additional median mark