Probabilistic Lda, Gmm, Generative Model, Getting Started.
satisfies these conditions is Gaussian. Below figure shows the probability distribution function (pdf) of Gaussian, contour and samples generated from it. Source: Plots by author show code In order to cluster data into classes, we need to represent each class with separate Gaussian distribution