Machine Learning, Clustering, Data Science, Unsupervised Learning, Towards Data Science.
distribution f(x): The αk represents the contribution of the kth component in constructing f(x). In practice, parametric distribution (e.g. gaussians), are often used since a lot work has been done to understand their behaviour. If you substitute each fk(x) for a gaussian you get what is known as a