Unsupervised Clustering, Expectation Maximization, Gaussian Mixture Model, K Means Clustering, Tensorflow Probability.
single gaussian has only one peak and it’s impossible for a single Gaussian to model three peaks/modes. How about if we take multiple Gaussians and model the distribution of data by a mixture of them, in this way we will model a complex distribution with multiple modes/peaks. So let’s take three