Potentials

Potentials#

sbi.inference.likelihood_estimator_based_potential

Returns potential \(\log(p(x_o|\theta)p(\theta))\) for likelihood estimator.

sbi.inference.mixed_likelihood_estimator_based_potential

Returns $log(p(x_o|theta)p(theta))$ for mixed likelihood-based methods.

sbi.inference.posterior_estimator_based_potential

Returns the potential for posterior-based methods.

sbi.inference.ratio_estimator_based_potential

Returns the potential for ratio-based methods.

sbi.inference.vector_field_estimator_based_potential

Returns the potential function gradient for vector field estimators.