Posteriors

Posteriors#

sbi.inference.DirectPosterior

Posterior based on neural networks that directly estimate the posterior (NPE).

sbi.inference.EnsemblePosterior

Wrapper for bundling together different posterior instances into an ensemble.

sbi.inference.ImportanceSamplingPosterior

Provides importance sampling to sample from the posterior.

sbi.inference.MCMCPosterior

Provides MCMC to sample from the posterior.

sbi.inference.RejectionPosterior

Provides rejection sampling to sample from the posterior.

sbi.inference.VectorFieldPosterior

Posterior based on flow- or score-matching estimators.

sbi.inference.VIPosterior

Provides VI (Variational Inference) to sample from the posterior.