Unsupervised Clustering, Expectation Maximization, Gaussian Mixture Model, K Means Clustering, Tensorflow Probability.
This makes sense, as we stated that kth Gaussian is responsible for the kth cluster in the dataset, and if we conditioned zk =1, i.e if we are only looking at kth cluster then p(x) will be a gaussian centered at μk with covariance matrix Σk. Now based on the above definitions, we can write equation