Generative biology meets generative chemistry: bidirectional conditional autoencoder to generate novel molecular structures for the desired transcriptional response.

A variational autoencoder (VAE) is a deep neural system that can be used to generate synthetic data. VAEs share some architectural similarities with regular neural autoencoders (AEs) but an AE is not ...