Over the past decades, discovering drugshas become increasingly more difficult and expensive,leaving many people with significant unmet requirements.Combination of techniques currently allows to construct, perturb, and observe biological model systems, allowing the generation of biological data at broader scale. At the same time, the tools of data science and machine learning are now solving problems previously thought to be decades away from solution.