Qarma is involved in the project BigSF which has been selected by Amidex for a two years funding (call for projects Méditerranée 2018). BigSF is to propose a realistic law for star formation allowing the study of the evolution of galaxies. Its challenge lies in the need to develop innovative machine learning algorithms to manage data heterogeneity, as current methods can only handle homogeneous data.