torch_mist.estimators.hybrid.implementations.reweighted

Module Contents

Classes

ReweighedHybridMIEstimator

class torch_mist.estimators.hybrid.implementations.reweighted.ReweighedHybridMIEstimator(generative_estimator: torch_mist.estimators.base.MIEstimator, discriminative_estimator: torch_mist.estimators.discriminative.base.DiscriminativeMIEstimator)

Bases: torch_mist.estimators.hybrid.base.HybridMIEstimator

sample_negatives(x: torch.Tensor, y: torch.Tensor) Tuple[torch.Tensor, torch.Tensor, torch.Tensor | None]