85af5f6c2e79f1196377cdc41078e50ee7009193,Tars/distributions/divergences.py,KullbackLeibler,estimate,#KullbackLeibler#Any#,15

Before Change

                scale1 = self.q1.scale

            inputs = get_dict_values(x, self.q2.cond_var)
            if len(inputs) > 0:
                loc2, scale2 = self.q2.forward(*inputs)
            else:
                loc2 = self.q2.loc
                scale2 = self.q2.scale
            return gauss_gauss_kl(loc1, scale1, loc2, scale2)

        raise Exception("You cannot use these distributions, "
                        "got %s and %s." % (self.q1_name,

After Change

            params1 = self.p1.get_params(**inputs)

            inputs = get_dict_values(x, self.p2.cond_var, True)
            params2 = self.p2.get_params(**inputs)

            return gauss_gauss_kl(params1["loc"], params1["scale"],
                                  params2["loc"], params2["scale"])

Instances