machine learning ·unified views
Seven textbook models are one linear-Gaussian model
PCA, factor analysis, ICA, Gaussian mixtures, vector quantization, HMMs, and Kalman filters are the same two equations with different restrictions on the latent variables. One EM recipe fits all of them.
