Fig. 2. Construction of molecular graph. The SMILES of the drug molecule is inputted and the molecular graph is constructed with atoms as nodes and bonds as edges, and then the related adjacency matrix is generated. In order to involve the convolution of the atom itself, the self-loop is added, that is, the diagonal of the adjacency matrix is set to 1.
