Practice the habit of saying "past is past". Keep facing forward. If something negative happens, don't feel guity about it. Simply have the determined thought to conquer it. Re-channel the energy that usually goes into guilt or regret into positive thought and willpower, so that the soul says: "yes, I am making efforts to change and improve myself.