Machine Learning, Einsum, Python, Gaussian Mixture Model, Bioimaging.
Without going into too much detail — I want to focus on the concept of an Einstein Summation, or einsum , rather than the mechanics of GMMs — solving for the parameters of a GMM requires repeated applications of two discrete steps: expectation, where our current estimate of the model is evaluated