MoleculeNet represents a important jump in accelerating material identification through the application of deep reasoning. This resource provides a large compilation of chemical properties, organized for computational analysis. By allowing scientists to develop forecast models, MoleculeNet seeks to revolutionize how new pharmaceuticals, materials,