input to a single output that's really great for things like looking at an image and saying what kind of object is in that image or looking at a sentence and saying whether that sentence is positive or negative why exactly would you want to learn a distribution over different different training examples well first off high dimensional probability distributions are an important object in many branches of engineering and applied math and this exercises our ability to manipulate them but more concretely there are several