Simple autoencoder for smiles.
Data: 100,000 smiles strings randomly selected from ChEMBL23 database with max smiles length 128 characters. See also: https://www.ebi.ac.uk/chembl/downloads
Smiles strings were 'cleaned' and small fragments removed (Knime/Marvin MolConverter).
Additional data from ZincDB and UNPD added.