experimental#

Unstable or largely untested networks, proceed with caution.

Classes

AutoEncoder(*args, **kwargs)

A standard (non-variational) autoencoder, which compresses data into a low-dimensional latent representation.

FreeFormFlow(*args, **kwargs)

(IN) Implements a dimensionality-preserving Free-form Flow.

LatentInferenceNetwork(*args, **kwargs)

Inference network wrapper that operates on a compressed latent representation.

VariationalAutoEncoder(*args, **kwargs)

Information-Maximizing Variational Autoencoder according to [1].