Mean Field Inference, Machine Learning, Mfi, Python, Applied Machine Learning.
variable can take on the values 0 or 1. Step 1: Define the MRF We’ll start by defining the energy function of our MRF. For simplicity, we’ll use a pairwise MRF with binary variables. import numpy as np # Number of variables n_vars = 5 # Randomly initialize pairwise potentials np.random.seed(42)