Machine Learning, Clustering, Python, Gaussian Mixture Model, Unsupervised Learning.
latter case while the maximization step corresponds to the former. Thus, by alternating between which values are assumed fixed, or known, maximum likelihood estimates of the non-fixed values can be calculated efficiently. Algorithm Initialize the mean (𝜇𝑘), covariance matrix (𝜎𝑘), and mixing