• k 2 -Similarity induced by the autoencoder, as defined in . In essence, the autoencoder takes a SMILES and employs a LSTM encoder network to generate a representation z ∈ R 256 for the entire sequence. This representation can be utilized to compute a similarity measure between z s and z t , associated with a source s and target t respectively, as follows: