Em Algorithm, Statistics, Machine Learning, Clustering Algorithm, Python.
For the parameter 𝜙: The parameter phi derivation The 𝜙’s sum is 1 since it represents the probabilities(weight), so it has a constraint. To deal with the constraint, we construct the Lagrangian, where β is the Lagrange multiplier. The parameter phi derivation Finally, for the parameter Σ: The