Unsupervised Clustering, Expectation Maximization, Gaussian Mixture Model, K Means Clustering, Tensorflow Probability.
unknown parameters πk, Σk, and μk. Now let us take derivatives with respect to each unknown parameter, and set it to zero, we get the below formulas (not deriving to avoid complex mathematical steps): equation (6) Let’s break these equations to make an understanding of them. The mean μk’s are the