Thank you for the response, @guillaumegodin.
I can see how the augmentation would work in practice. However, when I create a fingerprint embedding of e.g. Smiles 1 and Smiles1, aug1, they are the same. So then how does this replication add any value to the data? What kind of input representation preserves the difference between these augmented SMILES?
Best,
Cas