Dirichlet distribution ($\mathrm{Dir}({\alpha }_1,\dots ,{\alpha }_K)$)

The Dirichlet distribution is a probability distribution on vectors $(p_1,\dots ,p_K)$ with nonnegative entries summing to one and density proportional to ${\prod }_k{p}_k^{{\alpha }_k-1}$.