Artificial Neural Nets predict pharmacological properties of small molecules based on transcriptional response signatures in cell lines. Deep learning, frequently referred to as artificial intelligence, a branch of machine learning utilizing multiple layers of neurons to model high-level abstractions in data, has outperformed humans in tasks including image, text and voice recognition, autonomous driving and…