daa7947850ea7df6763ec076548ae4b372ee3fb9,pgmpy/inference/ExactInference.py,VariableElimination,induced_graph,#VariableElimination#Any#,210

Before Change

            factors = [factor for factor in working_factors[var]
                       if not set(factor.variables).intersection(eliminated_variables)]
            phi = factor_product(*factors)
            phi.reduce("{variable}_0".format(variable=var))
            cliques.add(tuple(phi.scope()))
            del working_factors[var]
            for variable in phi.variables:

After Change

        for var in elimination_order:
            factors = [factor for factor in working_factors[var]
                if not set(factor).intersection(eliminated_variables)]
            phi = set(itertools.chain(*factors)).difference({var})
            cliques.add(tuple(phi))
            del working_factors[var]
            for variable in phi:
                working_factors[variable].append(list(phi))

Instances