The graph-based representations (Figure ) were generated with the Kcombu program . SMILES notation is the main type of linear representation used to describe the structures of compounds in 2D models in chemical entity libraries. It allows easy recognition of the groups of atoms, bonds, and connections established in a molecule. While SMILES and other linear notations are easily understood by machines, molecular graphs are the most amenable to chemists.