Ersilia Model Hub

Free, open-source repository of Artificial Intelligence and Machine Learning (AI/ML) models for drug discovery. The platform is aimed at helping researchers identify drug candidates for orphan and neglected diseases, design molecules de novo, understand mechanisms of action or anticipate adverse side effects. The ultimate goal is to lower the barrier to drug discovery, encouraging academic groups and companies to pursue the development of new medicines following the principles of Open Science.

Ersilia disseminates AI/ML models existing in the literature, as well as an in-house collection of models focused on diseases that are currently neglected by the pharmaceutical industry due to estimated low return on investment. Their Model Hub repository includes tailored models to predict antimalarial activity.