This is supporting information for the publication "Opportunities and Challenges for Machine Learning in Materials Science", by Dane Morgan and Ryan Jacobs, to be published in Annual Reviews of Materials Research (2020).
This supporting information contains detailed lists of available ML-centric software packages, a catalogue of recent review papers and a short discussion of journals publishing similar studies.