The Dirichlet Distribution: The Conjugate Prior for the Categorical and Multinomial Distributions
Imagine stepping into a grand kitchen where countless spices line the shelves. Each dish you create will use a different blend of these spices, some in greater proportions and others in smaller pinches. You do not know the perfect flavour balance yet, but you have a sense of
