to do this and I'll come to this in a minute so if you are if you are probabilities and you go through this you do maximum likelihood you have you know you you your energy function as the normalized log of some probability distribution so you go through the gives distribution to turn it into a distribution into a normalized distribution and now you have a bunch of data points what you want to do is maximize the probability that your model gives to your data points so the product of the probability that your model gives