Unsupervised Clustering, Expectation Maximization, Gaussian Mixture Model, K Means Clustering, Tensorflow Probability.
Now the first step in probabilistic clustering is to model the distribution of data (fig a: Left). We don’t know many distributions but let us assume this data has come from Gaussian distribution. The general form of a gaussian distribution with mean μ and covariance matrix Σ is given as Gaussian