Generative Model, Walkthrough, Data Science.
lecture 1 for the formulas.) Note that we do not need to write a loop and make a prediction one sample at a time. Instead, we will make use of parallelization and compute everything at once. import scipy.stats def posterior_probabilities(x, means, covariances, priors): posteriors = [] for i in