lampe.inference

Inference components such as estimators, training losses and MCMC samplers.

Submodules

lampe.inference.amnre

Arbitrary marginal neural ratio estimation (AMNRE) components.

lampe.inference.bnre

Balanced neural ratio estimation (BNRE) components.

lampe.inference.cnre

Contrastive neural ratio estimation (CNRE) components.

lampe.inference.dcp

Differentiable Coverage Probability (DCP) components.

lampe.inference.fmpe

Flow matching posterior estimation (FMPE) components.

lampe.inference.mcmc

Monte Carlo Markov chain (MCMC) components.

lampe.inference.npe

Neural posterior estimation (NPE) components.

lampe.inference.nre

Neural ratio estimation (NRE) components.