Machine Learning, Clustering, Python, Gaussian Mixture Model, Unsupervised Learning.
shape clusters. Image by the author. GMM extends the K Means model by representing clusters using Gaussian distributions. Unlike K Means, GMM does not only capture the means of the clusters but also the covariances, allowing for modeling of their ellipsoidal shape. To fit the GMM, we use the