def initial_reclassifier(original_classifier, initial_seq):
    """
    If needed this extends the memory depth to be the length of the initial
    sequence
    """
    original_classifier['memory_depth'] = max(len(initial_seq),
        original_classifier['memory_depth'])
    return original_classifier
