GraphNVP: An Invertible Flow Model for Generating Molecular Graphs

Kaushalya Madhawa, Katushiko Ishiguro, Kosuke Nakago +1

We propose GraphNVP, the first invertible, normalizing flow-based molecular graph generation model. We decompose the generation of a graph into two steps: generation of (i) an adja…