This repository contains the implementation of a Wasserstein GAN (WGAN) with Gradient Penalty (WGAN-GP) specifically designed to generate valid SMILES strings representing novel molecular structures. The model aims to assist in the drug discovery process by generating new molecular candidates.
This project is currently ongoing and has not yet been completed. Regular updates and improvements will be made. Contributors are welcome to propose changes or enhancements.