Tony Scott -- Suicide Note Does NOT Reveal Motive

Tony Scott did not explain why he decided to take his own life in the suicide note he left for loved ones ... but did offer a final emotional farewell ... TMZ has learned. Sources familiar with the investigation tell TMZ ... the note was "short and…