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first == True: state_score *= initial_probs[seq[i]] # reset first flag first = False else: state_score *= transition_probs[seq[i] + "|" + seq[i-1]] # add to emission probability score state_score *= emission_probs[obs[i] + "|" + seq[i]] # update the total score #print state_score