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Automated detection of arrhythmias from electrocardiograms (ECGs) could be of substantial assistance to medical experts in offering efficient treatment plan for clients with cardio diseases. In recent years, convolutional neural community (CNN)-based arrhythmia category designs happen introduced, however their decision-making procedures remain uncertain and their performances aren't reproducible. This report proposes a precise, interpretable, and reproducible end-to-end arrhythmia category de