Multi-view-AE
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Using multi-view-AE
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Models implemented
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Parameter settings and configurations
Limitations and user implementations
Reference
Models
Architectures
Parameters and Configurables
Datamodules
Datasets
Distributions
Developer information
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Multi-view-AE
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Index
A
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B
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C
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D
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E
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F
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G
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I
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J
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L
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M
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N
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R
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S
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T
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V
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W
A
AE (class in multiviewae.models)
ApproxBernoulli (class in multiviewae.base.distributions)
B
Bernoulli (class in multiviewae.base.distributions)
C
calc_jsd() (multiviewae.models.mmJSD method)
calc_kl() (multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mVAE method)
(multiviewae.models.weighted_mVAE method)
calc_kl_() (multiviewae.models.DVCCA method)
calc_kl_cvib() (multiviewae.models.mvtCAE method)
calc_kl_groupwise() (multiviewae.models.mvtCAE method)
calc_kl_joint_latent() (multiviewae.models.DMVAE method)
(multiviewae.models.weighted_DMVAE method)
calc_kl_moe() (multiviewae.models.MoPoEVAE method)
calc_kl_separate() (multiviewae.models.weighted_mVAE method)
calc_kl_separate_latent() (multiviewae.models.DMVAE method)
(multiviewae.models.weighted_DMVAE method)
calc_ll() (multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
(multiviewae.models.weighted_mVAE method)
calc_ll_joint() (multiviewae.models.DMVAE method)
(multiviewae.models.weighted_DMVAE method)
calc_ll_separate() (multiviewae.models.DMVAE method)
(multiviewae.models.weighted_DMVAE method)
calc_nll() (multiviewae.models.JMVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mVAE method)
Categorical (class in multiviewae.base.distributions)
cca() (multiviewae.models.DCCAE method)
ConditionalVariationalDecoder (class in multiviewae.architectures)
ConditionalVariationalEncoder (class in multiviewae.architectures)
configure_optimizers() (multiviewae.models.DMVAE method)
(multiviewae.models.DVCCA method)
(multiviewae.models.weighted_DMVAE method)
D
DCCAE (class in multiviewae.models)
decode() (multiviewae.models.AE method)
(multiviewae.models.DCCAE method)
(multiviewae.models.DMVAE method)
(multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mAAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
(multiviewae.models.mWAE method)
(multiviewae.models.weighted_DMVAE method)
(multiviewae.models.weighted_mVAE method)
decode_separate() (multiviewae.models.DMVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.weighted_DMVAE method)
decode_subset() (multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
Decoder (class in multiviewae.architectures)
Default (class in multiviewae.base.distributions)
disc() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
Discriminator (class in multiviewae.architectures)
discriminator_loss() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
DMVAE (class in multiviewae.models)
DVCCA (class in multiviewae.models)
E
encode() (multiviewae.models.AE method)
(multiviewae.models.DCCAE method)
(multiviewae.models.DMVAE method)
(multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mAAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
(multiviewae.models.mWAE method)
(multiviewae.models.weighted_DMVAE method)
(multiviewae.models.weighted_mVAE method)
encode_separate() (multiviewae.models.JMVAE method)
encode_subset() (multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
Encoder (class in multiviewae.architectures)
F
forward() (multiviewae.architectures.ConditionalVariationalDecoder method)
(multiviewae.architectures.ConditionalVariationalEncoder method)
(multiviewae.architectures.Decoder method)
(multiviewae.architectures.Discriminator method)
(multiviewae.architectures.Encoder method)
(multiviewae.architectures.VariationalDecoder method)
(multiviewae.architectures.VariationalEncoder method)
(multiviewae.models.AE method)
(multiviewae.models.DCCAE method)
(multiviewae.models.DMVAE method)
(multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
(multiviewae.models.weighted_DMVAE method)
(multiviewae.models.weighted_mVAE method)
forward_discrim() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
forward_gen() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
forward_recon() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
G
generator_loss() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
I
IndexDataModule (class in multiviewae.base.dataloaders)
IndexMVDataset (class in multiviewae.base.datasets)
J
JMVAE (class in multiviewae.models)
L
Laplace (class in multiviewae.base.distributions)
log_likelihood() (multiviewae.base.distributions.Categorical method)
(multiviewae.base.distributions.Default method)
log_mean_exp() (multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
loss_function() (multiviewae.models.AE method)
(multiviewae.models.DCCAE method)
(multiviewae.models.DMVAE method)
(multiviewae.models.DVCCA method)
(multiviewae.models.JMVAE method)
(multiviewae.models.mcVAE method)
(multiviewae.models.me_mVAE method)
(multiviewae.models.mmJSD method)
(multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
(multiviewae.models.MoPoEVAE method)
(multiviewae.models.mVAE method)
(multiviewae.models.mvtCAE method)
(multiviewae.models.weighted_DMVAE method)
(multiviewae.models.weighted_mVAE method)
M
mAAE (class in multiviewae.models)
mcVAE (class in multiviewae.models)
me_mVAE (class in multiviewae.models)
mmJSD (class in multiviewae.models)
mmVAE (class in multiviewae.models)
mmVAEPlus (class in multiviewae.models)
module
multiviewae.architectures
multiviewae.base.dataloaders
multiviewae.base.datasets
multiviewae.base.distributions
multiviewae.models
moe_iwae() (multiviewae.models.mmVAE method)
(multiviewae.models.mmVAEPlus method)
MoPoEVAE (class in multiviewae.models)
MultivariateNormal (class in multiviewae.base.distributions)
multiviewae.architectures
module
multiviewae.base.dataloaders
module
multiviewae.base.datasets
module
multiviewae.base.distributions
module
multiviewae.models
module
MultiviewDataModule (class in multiviewae.base.dataloaders)
mVAE (class in multiviewae.models)
MVDataset (class in multiviewae.base.datasets)
mvtCAE (class in multiviewae.models)
mWAE (class in multiviewae.models)
N
Normal (class in multiviewae.base.distributions)
R
recon_loss() (multiviewae.models.mAAE method)
(multiviewae.models.mWAE method)
rsample() (multiviewae.base.distributions.Bernoulli method)
S
set_subsets() (multiviewae.models.MoPoEVAE method)
setup() (multiviewae.base.dataloaders.MultiviewDataModule method)
sparse_kl_divergence() (multiviewae.base.distributions.Normal method)
T
train_dataloader() (multiviewae.base.dataloaders.MultiviewDataModule method)
V
val_dataloader() (multiviewae.base.dataloaders.MultiviewDataModule method)
variance (multiviewae.base.distributions.MultivariateNormal property)
(multiviewae.base.distributions.Normal property)
VariationalDecoder (class in multiviewae.architectures)
VariationalEncoder (class in multiviewae.architectures)
W
weighted_DMVAE (class in multiviewae.models)
weighted_mVAE (class in multiviewae.models)
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