METHODS AND SYSTEMS FOR ANNOTATING REGULATORY REGIONS OF A MICROBIAL GENOME

Methods and systems for annotating regulatory regions of a microbial genome. A method disclosed herein includes extracting data related to at least one promoter of the regulatory regions of the microbial genome, wherein the data includes at least one promoter sequence and data available for at least one promoter subtype. Based on extracted at least one feature of the at least one promoter sequence, the method further includes configuring at least one predictive model using the deep learning based neural network to predict the at least one promoter subtype associated with the at least one promoter sequence. The method further includes annotating at least one unknown promoter sequence into the at least one promoter subtype using the at least one configured predictive model.