NRTL binary interaction parameters have been published in the Dechema data series and are provided by NIST and DDBST. In 2023 the DDBST database of VLE-data in combination with the smiles notation for molecules has been used as input to generate via a machine learning algorithm a giant database of 100 million NRTL binary interaction parameter sets. It covers a list of 10 thousand compounds.