MoleculeNet represents a significant advance in accelerating chemical finding through the application of deep intelligence. This framework provides a extensive collection of molecular attributes, organized for algorithmic training. By permitting researchers to train predictive models, MoleculeNet aims to transform how new pharmaceuticals, component