Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics

Yair Schiff, Vijil Chenthamarakshan, Karthikeyan Natesan Ramamurthy +1

Deep generative models are increasingly becoming integral parts of the in silico molecule design pipeline and have dual goals of learning the chemical and structural features that…