This is the formula for Kullback-Leibler (hence the KL) divergence between two probability distributions. Essentially, its a way to measure the difference between the predicted probability distribution the
There is a slight issue with what was written here. The inline styling isn’t displaying the way it should. Specifically, the y-hat; that symbol should look the same way it does in the formula – which is just fine.