How I Built a Generative AI Model that can Generate Novel Small Molecules for Drug Discovery! — Part 2: Building the Artist and the Critic

If you’re here from the first part of this project, welcome back! If you’re new here, or this is the first article you’re reading in this series, please check out <a href="https://medium.com/@himynameisaftab/how-i-built-a-generative-ai-model-that-can-generate-novel-small-molecules-for-drug-discovery-d29c58be0174" rel="noopener">Part 1</a> for context on what’s happening here. In Part 1, we discussed the important terminology and concepts of this model, as well as loading up the data set and preprocessing it. In Part 2, we’ll be building the two core models, generator and discriminator, which we’ll use together in our WGAN to generate novel small molecules. <a href="https://medium.com/@himynameisaftab/how-i-built-a-generative-ai-model-that-can-generate-novel-small-molecules-for-drug-discovery-620ad9549542">Click Here</a>