Em Algorithm, Statistics, Machine Learning, Clustering Algorithm, Python.
derive the EM algorithm mathematically. Suppose we have data consisting of n independent examples, the parameter 𝜽 for the statistical model that the data fits, and the latent variable z. The density for x can be obtained by marginalizing over the latent variable z. We can define these settings as