Em Algorithm, Statistics, Machine Learning, Clustering Algorithm, Python.
to transform it for the calculation simplicity. We transform the formula (15) as follows: The derivation for E-step Now, we can calculate it in Python: def e_step(self, X): """ Expectation step (E-step) Parameters ---------- X: np.array Given data Returns ------- log_likelihood: np.array the