Patterns Matter is a personal toy database of the author (Sayeed), yet to be continued, documenting a mapping of "Raw data - Featurized data - Results" of his exploration at the interface of Materials Science & AI. Since Data-driven insights in Materials science and, nevertheless, Music all are patterns - hence the name 'Patterns-Matter'. This database documents my quest for the patterns—in Materials and in Music.
Explore materials datasets (pre/post-featurization), some results of the individual projects showing performance of the models or model ensembles, feature engineering, optimization etc., i.e., different stages of a ML-pipeline. and enjoy original guitar/music clips or some spontaneous covers/tributes. Downloads are provided to play with RDBMS tooling; please credit the original sources for raw data. Music here is for fun, non-commercial; included for filetypes variation in a DB; redistribution is okay, but don’t reuse any originals in your own compositions.