To apply federated learning to drug discovery we developed a novel platform in the context of European Innovative Medicines Initiative (IMI) project MELLODDY (grant n°831472), which was comprised 10 pharmaceutical companies, academic research labs, large industrial companies and startups. The first industry-scale enable creation global model for without sharing confidential data sets individual...