other-openSahu, BiswajyotiHartonen, TuomoPihlajamaa, PäiviWei, BeiDave, KashyapZhu, FangjieKaasinen, EeviLidschreiber, KatjaLidschreiber, MichaelDaub, Carsten OCramer, PatrickKivioja, TeemuTaipale, Jussi2025-03-242021-08-042021-08-04https://hydatakatalogi-test-24.it.helsinki.fi/handle/123456789/10625This record contains the essential custom code from manuscript: Sahu, Biswajyoti, et al. "Sequence determinants of human gene regulatory elements." (2021). The README-files provided with the record describe the code in more detail. The original raw data is deposited to GEO (GEO accession: GSE180158). The final machine learning models used in the manuscript along with their respective training, test and validation data have been deposited to Zenodo (10.5281/zenodo.5101420).OpenGene regulationSTARR-seqDeep learningConvolutional neural networksMachine learningsoftware