@nathanpmyoung @peterhartree theoretically, aleatoric uncertainty is “irreducible” uncertainty; it’s all of the uncertainty that a perfect model would have. if you predicted that a  has a 50% chance of coming up heads, that 50% is aleatoric uncertainty