Index

A

arg_constraints (variational.distributions.SimpleDistribution attribute)

AutoEncoderBase (class in variational.auto_encoder)

C

cdf() (variational.distributions.SimpleDistribution method) CelebA (class in variational.datasets) CelebA_HQ (class in variational.datasets) CodePathWalker (class in variational.visualisation)

compute() (variational.divergence.DivergenceBase method) (variational.divergence.SimpleExponentialSimpleExponentialKL method) (variational.divergence.SimpleNormalSimpleNormalKL method) (variational.divergence.SimpleNormalUnitNormalKL method) (variational.divergence.SimpleWeibullSimpleWeibullKL method)

D

decode() (variational.auto_encoder.AutoEncoderBase method) DivergenceBase (class in variational.divergence)

download() (variational.datasets.dSprites method) dSprites (class in variational.datasets)

E

encode() (variational.auto_encoder.AutoEncoderBase method) entropy() (variational.distributions.SimpleDistribution method)

enumerate_support() (variational.distributions.SimpleDistribution method) expand() (variational.distributions.SimpleDistribution method)

F

for_data() (variational.visualisation.LatentWalker method)

for_space() (variational.visualisation.LatentWalker method) forward() (variational.auto_encoder.AutoEncoderBase method)

G

get_img_by_latent() (variational.datasets.dSprites method)

H

has_rsample (variational.distributions.SimpleDistribution attribute)

I

icdf() (variational.distributions.SimpleDistribution method)

ImagePathWalker (class in variational.visualisation)

L

LatentWalker (class in variational.visualisation) LinSpaceWalker (class in variational.visualisation) load_data() (variational.datasets.dSprites method) log_prob() (variational.distributions.SimpleDistribution method) (variational.distributions.SimpleExponential method) (variational.distributions.SimpleNormal method) (variational.distributions.SimpleUniform method) (variational.distributions.SimpleWeibull method)

loss() (variational.divergence.DivergenceBase method)

M

make_dataset() (in module variational.datasets)

mean (variational.distributions.SimpleDistribution attribute)

N

npy_loader() (variational.datasets.CelebA_HQ static method)

O

on_criterion() (variational.divergence.DivergenceBase method) on_criterion_validation() (variational.divergence.DivergenceBase method)

on_train() (variational.visualisation.LatentWalker method) on_val() (variational.visualisation.LatentWalker method)

R

RandomWalker (class in variational.visualisation) ReconstructionViewer (class in variational.visualisation) rsample() (variational.distributions.SimpleDistribution method) (variational.distributions.SimpleExponential method) (variational.distributions.SimpleNormal method) (variational.distributions.SimpleUniform method) (variational.distributions.SimpleWeibull method)

S

SimpleDistribution (class in variational.distributions) SimpleExponential (class in variational.distributions) SimpleExponentialSimpleExponentialKL (class in variational.divergence) SimpleImageFolder (class in variational.datasets) SimpleNormal (class in variational.distributions)

SimpleNormalSimpleNormalKL (class in variational.divergence) SimpleNormalUnitNormalKL (class in variational.divergence) SimpleUniform (class in variational.distributions) SimpleWeibull (class in variational.distributions) SimpleWeibullSimpleWeibullKL (class in variational.divergence) support (variational.distributions.SimpleDistribution attribute)

T

to_file() (variational.visualisation.LatentWalker method)

to_key() (variational.visualisation.LatentWalker method)

V

variance (variational.distributions.SimpleDistribution attribute) variational (module) variational.auto_encoder (module) variational.datasets (module) variational.distributions (module) variational.divergence (module)

variational.visualisation (module) vis() (variational.visualisation.CodePathWalker method) (variational.visualisation.ImagePathWalker method) (variational.visualisation.LatentWalker method) (variational.visualisation.LinSpaceWalker method) (variational.visualisation.RandomWalker method) (variational.visualisation.ReconstructionViewer method)

W

with_beta() (variational.divergence.DivergenceBase method) with_linear_capacity() (variational.divergence.DivergenceBase method) with_post_function() (variational.divergence.DivergenceBase method)

with_reduction() (variational.divergence.DivergenceBase method) with_sum_mean_reduction() (variational.divergence.DivergenceBase method) with_sum_sum_reduction() (variational.divergence.DivergenceBase method)