other-openTaipale, Jussi2025-04-292021-08-042021-08-04https://datakatalogi.helsinki.fi/handle/123456789/5829This 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).Gene regulationSTARR-seqDeep learningConvolutional neural networksMachine learningsoftware