Index

_

_backward_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _buffers (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _define_params() (multimodal_compare.models.config_cls.Config method) _forward_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _forward_pre_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _get_mods_config() (multimodal_compare.models.config_cls.Config method) _is_full_backward_hook (multimodal_compare.models.decoders.Dec_CNN attribute) (multimodal_compare.models.decoders.Dec_FNN attribute) (multimodal_compare.models.decoders.Dec_MNIST attribute) (multimodal_compare.models.decoders.Dec_MNIST2 attribute) (multimodal_compare.models.decoders.Dec_PolyMNIST attribute) (multimodal_compare.models.decoders.Dec_SVHN attribute) (multimodal_compare.models.decoders.Dec_SVHN2 attribute) (multimodal_compare.models.decoders.Dec_Transformer attribute) (multimodal_compare.models.decoders.Dec_TransformerIMG attribute) (multimodal_compare.models.decoders.Dec_TxtTransformer attribute) (multimodal_compare.models.decoders.Dec_VideoGPT attribute) (multimodal_compare.models.decoders.VaeDecoder attribute) (multimodal_compare.models.encoders.Enc_CNN attribute) (multimodal_compare.models.encoders.Enc_FNN attribute) (multimodal_compare.models.encoders.Enc_MNIST attribute) (multimodal_compare.models.encoders.Enc_MNIST2 attribute) (multimodal_compare.models.encoders.Enc_PolyMNIST attribute) (multimodal_compare.models.encoders.Enc_SVHN attribute) (multimodal_compare.models.encoders.Enc_SVHN2 attribute) (multimodal_compare.models.encoders.Enc_Transformer attribute) (multimodal_compare.models.encoders.Enc_TransformerIMG attribute) (multimodal_compare.models.encoders.Enc_TxtTransformer attribute) (multimodal_compare.models.encoders.Enc_VideoGPT attribute) (multimodal_compare.models.encoders.VaeComponent attribute) (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.mmvae_base.TorchMMVAE attribute) (multimodal_compare.models.mmvae_models.DMVAE attribute) (multimodal_compare.models.mmvae_models.MOE attribute) (multimodal_compare.models.mmvae_models.MoPOE attribute) (multimodal_compare.models.mmvae_models.POE attribute) (multimodal_compare.models.vae.BaseVae attribute) (multimodal_compare.models.vae.VAE attribute) _load_config() (multimodal_compare.models.config_cls.Config method) _load_state_dict_post_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _load_state_dict_pre_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _m_dreg_looser() (multimodal_compare.models.objectives.MultimodalObjective method) _mod_specific_loaders() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.CUB method) (multimodal_compare.models.datasets.FASHIONMNIST method) (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.POLYMNIST method) (multimodal_compare.models.datasets.SPRITES method)

_mod_specific_savers() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.CUB method) (multimodal_compare.models.datasets.FASHIONMNIST method) (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.POLYMNIST method) (multimodal_compare.models.datasets.SPRITES method) _modules (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _non_persistent_buffers_set (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _parameters (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute) _parse_args() (multimodal_compare.models.config_cls.Config method) _postprocess() (multimodal_compare.models.datasets.BaseDataset method) _postprocess_actions() (multimodal_compare.models.datasets.SPRITES method) _postprocess_all2img() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.SPRITES method) _postprocess_attributes() (multimodal_compare.models.datasets.SPRITES method) _postprocess_atts() (multimodal_compare.models.datasets.CELEBA method) _postprocess_frames() (multimodal_compare.models.datasets.SPRITES method) _postprocess_image() (multimodal_compare.models.datasets.FASHIONMNIST method) _postprocess_images() (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CELEBA method) _postprocess_label() (multimodal_compare.models.datasets.FASHIONMNIST method) _postprocess_mnist() (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.POLYMNIST method) _postprocess_svhn() (multimodal_compare.models.datasets.MNIST_SVHN method) _postprocess_text() (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CUB method) _preprocess() (multimodal_compare.models.datasets.BaseDataset method) _preprocess_atts() (multimodal_compare.models.datasets.CELEBA method) _preprocess_images() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.CUB method) _preprocess_text() (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CUB method) _preprocess_text_onehot() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CUB method) _process_image() (multimodal_compare.models.datasets.FASHIONMNIST method) _process_label() (multimodal_compare.models.datasets.FASHIONMNIST method) _process_mnist() (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.POLYMNIST method) _process_svhn() (multimodal_compare.models.datasets.MNIST_SVHN method) _setup_savedir() (multimodal_compare.models.config_cls.Config method) _state_dict_hooks (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.vae.VAE attribute)

A

add_vaes() (multimodal_compare.models.mmvae_base.TorchMMVAE method)

analyse_data() (multimodal_compare.models.trainer.MultimodalVAE method)

B

BaseDataset (class in multimodal_compare.models.datasets) BaseObjective (class in multimodal_compare.models.objectives)

BaseVae (class in multimodal_compare.models.vae) bce() (multimodal_compare.models.objectives.ReconLoss static method)

C

calc_kld() (multimodal_compare.models.objectives.BaseObjective method) calc_klds() (multimodal_compare.models.objectives.BaseObjective method) calculate_cross_coherency() (in module multimodal_compare.eval.eval_cdsprites) calculate_joint_coherency() (in module multimodal_compare.eval.eval_cdsprites) calculate_loss() (multimodal_compare.models.objectives.MultimodalObjective method) (multimodal_compare.models.objectives.UnimodalObjective method) category_ce() (multimodal_compare.models.objectives.ReconLoss static method) CDSPRITESPLUS (class in multimodal_compare.models.datasets) CELEBA (class in multimodal_compare.models.datasets) change_seed() (multimodal_compare.models.config_cls.Config method) check_config() (multimodal_compare.models.trainer.MultimodalVAE method)

check_cross_sample_correct() (in module multimodal_compare.eval.eval_cdsprites) check_indices_present() (multimodal_compare.models.datasets.MNIST_SVHN method) check_load_testdata() (multimodal_compare.models.dataloader.DataModule method) check_testdata_avail() (multimodal_compare.models.dataloader.DataModule method) collate_fn() (multimodal_compare.models.dataloader.DataModule method) compute_microbatch_split() (multimodal_compare.models.objectives.BaseObjective static method) Config (class in multimodal_compare.models.config_cls) configure_optimizers() (multimodal_compare.models.trainer.MultimodalVAE method) count_same_letters() (in module multimodal_compare.eval.eval_cdsprites) CUB (class in multimodal_compare.models.datasets) current_datatype() (multimodal_compare.models.datasets.BaseDataset method)

D

datamod (multimodal_compare.models.trainer.MultimodalVAE property) DataModule (class in multimodal_compare.models.dataloader) Dec_CNN (class in multimodal_compare.models.decoders) Dec_FNN (class in multimodal_compare.models.decoders) Dec_MNIST (class in multimodal_compare.models.decoders) Dec_MNIST2 (class in multimodal_compare.models.decoders) Dec_PolyMNIST (class in multimodal_compare.models.decoders) Dec_SVHN (class in multimodal_compare.models.decoders) Dec_SVHN2 (class in multimodal_compare.models.decoders) Dec_Transformer (class in multimodal_compare.models.decoders)

Dec_TransformerIMG (class in multimodal_compare.models.decoders) Dec_TxtTransformer (class in multimodal_compare.models.decoders) Dec_VideoGPT (class in multimodal_compare.models.decoders) decode() (multimodal_compare.models.mmvae_base.TorchMMVAE method) (multimodal_compare.models.vae.BaseVae method) DencoderFactory (class in multimodal_compare.models.vae) DMVAE (class in multimodal_compare.models.mmvae_models) dreg() (multimodal_compare.models.objectives.MultimodalObjective method) (multimodal_compare.models.objectives.UnimodalObjective method) dump_config() (multimodal_compare.models.config_cls.Config method)

E

elbo() (multimodal_compare.models.objectives.BaseObjective method) (multimodal_compare.models.objectives.MultimodalObjective method) (multimodal_compare.models.objectives.UnimodalObjective method) Enc_CNN (class in multimodal_compare.models.encoders) Enc_FNN (class in multimodal_compare.models.encoders) Enc_MNIST (class in multimodal_compare.models.encoders) Enc_MNIST2 (class in multimodal_compare.models.encoders) Enc_PolyMNIST (class in multimodal_compare.models.encoders) Enc_SVHN (class in multimodal_compare.models.encoders) Enc_SVHN2 (class in multimodal_compare.models.encoders) Enc_Transformer (class in multimodal_compare.models.encoders) Enc_TransformerIMG (class in multimodal_compare.models.encoders) Enc_TxtTransformer (class in multimodal_compare.models.encoders)

Enc_VideoGPT (class in multimodal_compare.models.encoders) encode() (multimodal_compare.models.mmvae_base.TorchMMVAE method) (multimodal_compare.models.vae.BaseVae method) eval_all() (in module multimodal_compare.eval.eval_cdsprites) eval_cdsprites_over_seeds() (in module multimodal_compare.eval.eval_cdsprites) eval_forward() (multimodal_compare.models.trainer.MultimodalVAE method) eval_single_model() (in module multimodal_compare.eval.eval_cdsprites) eval_statistics() (multimodal_compare.eval.infer.MultimodalVAEInfer method) eval_statistics_fn() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.SPRITES method) eval_with_classifier() (in module multimodal_compare.eval.eval_cdsprites) extra_hidden_layer() (in module multimodal_compare.models.decoders) (in module multimodal_compare.models.encoders)

F

FASHIONMNIST (class in multimodal_compare.models.datasets) feature_dims (multimodal_compare.models.datasets.CDSPRITESPLUS attribute) (multimodal_compare.models.datasets.CELEBA attribute) (multimodal_compare.models.datasets.CUB attribute) (multimodal_compare.models.datasets.FASHIONMNIST attribute) (multimodal_compare.models.datasets.MNIST_SVHN attribute) (multimodal_compare.models.datasets.POLYMNIST attribute) (multimodal_compare.models.datasets.SPRITES attribute) fill_cats() (in module multimodal_compare.eval.eval_cdsprites) find_in_list() (in module multimodal_compare.eval.eval_cdsprites) find_version() (multimodal_compare.models.config_cls.Config method) forward() (multimodal_compare.models.decoders.Dec_CNN method) (multimodal_compare.models.decoders.Dec_FNN method) (multimodal_compare.models.decoders.Dec_MNIST method) (multimodal_compare.models.decoders.Dec_MNIST2 method) (multimodal_compare.models.decoders.Dec_PolyMNIST method) (multimodal_compare.models.decoders.Dec_SVHN method) (multimodal_compare.models.decoders.Dec_SVHN2 method) (multimodal_compare.models.decoders.Dec_Transformer method) (multimodal_compare.models.decoders.Dec_TransformerIMG method) (multimodal_compare.models.decoders.Dec_TxtTransformer method) (multimodal_compare.models.decoders.Dec_VideoGPT method) (multimodal_compare.models.encoders.Enc_CNN method) (multimodal_compare.models.encoders.Enc_FNN method) (multimodal_compare.models.encoders.Enc_MNIST method) (multimodal_compare.models.encoders.Enc_MNIST2 method) (multimodal_compare.models.encoders.Enc_PolyMNIST method) (multimodal_compare.models.encoders.Enc_SVHN method) (multimodal_compare.models.encoders.Enc_SVHN2 method) (multimodal_compare.models.encoders.Enc_Transformer method) (multimodal_compare.models.encoders.Enc_TransformerIMG method) (multimodal_compare.models.encoders.Enc_TxtTransformer method) (multimodal_compare.models.encoders.Enc_VideoGPT method) (multimodal_compare.models.encoders.VaeComponent method) (multimodal_compare.models.mmvae_base.TorchMMVAE method) (multimodal_compare.models.mmvae_models.DMVAE method) (multimodal_compare.models.mmvae_models.MOE method) (multimodal_compare.models.mmvae_models.MoPOE method) (multimodal_compare.models.mmvae_models.POE method) (multimodal_compare.models.vae.BaseVae method)

G

gaussian_nll() (multimodal_compare.models.objectives.ReconLoss static method) generate_samples() (multimodal_compare.models.vae.VAE method) get_actions() (multimodal_compare.models.datasets.SPRITES method) get_all_classifiers() (in module multimodal_compare.eval.eval_cdsprites) get_attribute() (in module multimodal_compare.eval.eval_cdsprites) get_attribute_from_recon() (in module multimodal_compare.eval.eval_cdsprites) get_attributes() (multimodal_compare.models.datasets.SPRITES method) get_base_path() (multimodal_compare.eval.infer.MultimodalVAEInfer method) get_config() (multimodal_compare.eval.infer.MultimodalVAEInfer method) get_data() (multimodal_compare.models.datasets.BaseDataset method) get_data_raw() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.FASHIONMNIST method) get_datamodule() (multimodal_compare.eval.infer.MultimodalVAEInfer method) get_dataset_class() (multimodal_compare.models.dataloader.DataModule method) get_frames() (multimodal_compare.models.datasets.SPRITES method)

get_label_for_indices() (multimodal_compare.models.dataloader.DataModule method) get_labels() (multimodal_compare.models.dataloader.DataModule method) (multimodal_compare.models.datasets.BaseDataset method) get_mean_stats() (in module multimodal_compare.eval.eval_cdsprites) get_missing_modalities() (multimodal_compare.models.mmvae_base.TorchMMVAE method) get_mod_mappings() (in module multimodal_compare.eval.eval_cdsprites) get_mod_names() (multimodal_compare.models.trainer.MultimodalVAE method) get_model() (multimodal_compare.models.trainer.MultimodalVAE method) get_nework_classes() (multimodal_compare.models.vae.DencoderFactory class method) get_num_samples() (multimodal_compare.models.dataloader.DataModule method) get_processed_recons() (multimodal_compare.models.datasets.BaseDataset method) get_remaining_mods_data() (multimodal_compare.models.mmvae_models.DMVAE method) get_test_data() (multimodal_compare.models.datasets.BaseDataset method) get_vis_dir() (multimodal_compare.models.config_cls.Config method) get_wrapped_model() (multimodal_compare.eval.infer.MultimodalVAEInfer method)

I

image_to_text() (in module multimodal_compare.eval.eval_cdsprites) iter_over_inputs() (multimodal_compare.models.datasets.SPRITES method)

iwae() (multimodal_compare.models.objectives.BaseObjective method) (multimodal_compare.models.objectives.MultimodalObjective method) (multimodal_compare.models.objectives.UnimodalObjective method)

L

l1() (multimodal_compare.models.objectives.ReconLoss static method) labels() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CUB method) (multimodal_compare.models.datasets.FASHIONMNIST method) (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.SPRITES method)

latent_factorization (multimodal_compare.models.mmvae_base.TorchMMVAE property) load_classifier() (in module multimodal_compare.eval.eval_cdsprites) load_images() (in module multimodal_compare.eval.eval_cdsprites) logsumexp() (multimodal_compare.models.mmvae_models.DMVAE method) lprob() (multimodal_compare.models.objectives.ReconLoss static method)

M

make_dataloaders() (multimodal_compare.eval.infer.MultimodalVAEInfer method) make_masks() (multimodal_compare.models.dataloader.DataModule method) (multimodal_compare.models.datasets.SPRITES method) make_output_dict() (multimodal_compare.models.mmvae_base.TorchMMVAE method) manhattan_distance() (in module multimodal_compare.eval.eval_cdsprites) mixture_component_selection() (multimodal_compare.models.mmvae_models.MoPOE method) MNIST_SVHN (class in multimodal_compare.models.datasets) modality_mixing() (multimodal_compare.models.mmvae_base.TorchMMVAE method) (multimodal_compare.models.mmvae_models.MoPOE method) (multimodal_compare.models.mmvae_models.POE method) module multimodal_compare.eval.eval_cdsprites multimodal_compare.eval.infer multimodal_compare.models.config_cls multimodal_compare.models.dataloader multimodal_compare.models.datasets multimodal_compare.models.decoders multimodal_compare.models.encoders multimodal_compare.models.mmvae_base multimodal_compare.models.mmvae_models multimodal_compare.models.objectives multimodal_compare.models.trainer multimodal_compare.models.vae MOE (class in multimodal_compare.models.mmvae_models) moe_fusion() (multimodal_compare.models.mmvae_models.MoPOE method) MoPOE (class in multimodal_compare.models.mmvae_models) mse() (multimodal_compare.models.objectives.ReconLoss static method)

multimodal_compare.eval.eval_cdsprites module multimodal_compare.eval.infer module multimodal_compare.models.config_cls module multimodal_compare.models.dataloader module multimodal_compare.models.datasets module multimodal_compare.models.decoders module multimodal_compare.models.encoders module multimodal_compare.models.mmvae_base module multimodal_compare.models.mmvae_models module multimodal_compare.models.objectives module multimodal_compare.models.trainer module multimodal_compare.models.vae module MultimodalObjective (class in multimodal_compare.models.objectives) MultimodalVAE (class in multimodal_compare.models.trainer) MultimodalVAEInfer (class in multimodal_compare.eval.infer)

N

normalize() (multimodal_compare.models.objectives.BaseObjective static method)

O

objective() (multimodal_compare.models.mmvae_base.TorchMMVAE method) (multimodal_compare.models.mmvae_models.DMVAE method) (multimodal_compare.models.mmvae_models.MOE method) (multimodal_compare.models.mmvae_models.MoPOE method) (multimodal_compare.models.mmvae_models.POE method) (multimodal_compare.models.vae.VAE method)

P

parse_params() (multimodal_compare.models.config_cls.Config method) POE (class in multimodal_compare.models.mmvae_models) poe_fusion() (multimodal_compare.models.mmvae_models.MoPOE method) POLYMNIST (class in multimodal_compare.models.datasets) predict_dataloader() (multimodal_compare.models.dataloader.DataModule method) prepare_data_classes() (multimodal_compare.models.dataloader.DataModule method) prepare_singlemodal() (multimodal_compare.models.dataloader.DataModule method) prior_expert() (multimodal_compare.models.mmvae_models.POE method)

product_of_experts() (multimodal_compare.models.mmvae_base.TorchMMVAE static method) pz_params (multimodal_compare.models.mmvae_base.TorchMMVAE property) (multimodal_compare.models.mmvae_models.DMVAE property) (multimodal_compare.models.mmvae_models.MOE property) (multimodal_compare.models.mmvae_models.MoPOE property) (multimodal_compare.models.mmvae_models.POE property) (multimodal_compare.models.vae.VAE property) pz_params_private (multimodal_compare.models.vae.VAE property)

Q

qz_x_params (multimodal_compare.models.vae.VAE property)

R

recon_loss_fn() (multimodal_compare.models.objectives.BaseObjective method) ReconLoss (class in multimodal_compare.models.objectives) reconstruct() (multimodal_compare.models.mmvae_models.MOE method)

reparameterize() (multimodal_compare.models.mmvae_models.MoPOE method) reshape_for_loss() (multimodal_compare.models.objectives.BaseObjective static method) reweight_weights() (multimodal_compare.models.mmvae_models.MoPOE method)

S

save_joint_samples() (multimodal_compare.models.trainer.MultimodalVAE method) save_recons() (multimodal_compare.models.datasets.CDSPRITESPLUS method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.CUB method) (multimodal_compare.models.datasets.FASHIONMNIST method) (multimodal_compare.models.datasets.MNIST_SVHN method) (multimodal_compare.models.datasets.POLYMNIST method) (multimodal_compare.models.datasets.SPRITES method) save_reconstructions() (multimodal_compare.models.trainer.MultimodalVAE method) save_traversals() (multimodal_compare.models.datasets.BaseDataset method) (multimodal_compare.models.datasets.CELEBA method) (multimodal_compare.models.datasets.POLYMNIST method) (multimodal_compare.models.datasets.SPRITES method)

search_att() (in module multimodal_compare.eval.eval_cdsprites) set_likelihood_scales() (multimodal_compare.models.mmvae_base.TorchMMVAE method) set_ltype() (multimodal_compare.models.objectives.BaseObjective method) set_objective_fn() (multimodal_compare.models.vae.VAE method) set_subsets() (multimodal_compare.models.mmvae_models.MoPOE method) set_vis_image_shape() (multimodal_compare.models.datasets.CDSPRITESPLUS method) setup() (multimodal_compare.models.dataloader.DataModule method) SPRITES (class in multimodal_compare.models.datasets)

T

test_dataloader() (multimodal_compare.models.dataloader.DataModule method) test_epoch_end() (multimodal_compare.models.trainer.MultimodalVAE method) test_step() (multimodal_compare.models.trainer.MultimodalVAE method) text_to_image() (in module multimodal_compare.eval.eval_cdsprites) TorchMMVAE (class in multimodal_compare.models.mmvae_base) train_dataloader() (multimodal_compare.models.dataloader.DataModule method) training (multimodal_compare.models.decoders.Dec_CNN attribute) (multimodal_compare.models.decoders.Dec_FNN attribute) (multimodal_compare.models.decoders.Dec_MNIST attribute) (multimodal_compare.models.decoders.Dec_MNIST2 attribute) (multimodal_compare.models.decoders.Dec_PolyMNIST attribute) (multimodal_compare.models.decoders.Dec_SVHN attribute) (multimodal_compare.models.decoders.Dec_SVHN2 attribute) (multimodal_compare.models.decoders.Dec_Transformer attribute) (multimodal_compare.models.decoders.Dec_TransformerIMG attribute) (multimodal_compare.models.decoders.Dec_TxtTransformer attribute) (multimodal_compare.models.decoders.Dec_VideoGPT attribute) (multimodal_compare.models.decoders.VaeDecoder attribute) (multimodal_compare.models.encoders.Enc_CNN attribute) (multimodal_compare.models.encoders.Enc_FNN attribute) (multimodal_compare.models.encoders.Enc_MNIST attribute) (multimodal_compare.models.encoders.Enc_MNIST2 attribute) (multimodal_compare.models.encoders.Enc_PolyMNIST attribute) (multimodal_compare.models.encoders.Enc_SVHN attribute) (multimodal_compare.models.encoders.Enc_SVHN2 attribute) (multimodal_compare.models.encoders.Enc_Transformer attribute) (multimodal_compare.models.encoders.Enc_TransformerIMG attribute) (multimodal_compare.models.encoders.Enc_TxtTransformer attribute) (multimodal_compare.models.encoders.Enc_VideoGPT attribute) (multimodal_compare.models.encoders.VaeComponent attribute) (multimodal_compare.models.encoders.VaeEncoder attribute) (multimodal_compare.models.mmvae_base.TorchMMVAE attribute) (multimodal_compare.models.mmvae_models.DMVAE attribute) (multimodal_compare.models.mmvae_models.MOE attribute) (multimodal_compare.models.mmvae_models.MoPOE attribute) (multimodal_compare.models.mmvae_models.POE attribute) (multimodal_compare.models.vae.BaseVae attribute) (multimodal_compare.models.vae.VAE attribute)

training_step() (multimodal_compare.models.trainer.MultimodalVAE method) try_retrieve_atts() (in module multimodal_compare.eval.eval_cdsprites)

U

UnimodalObjective (class in multimodal_compare.models.objectives)

V

VAE (class in multimodal_compare.models.vae) VaeComponent (class in multimodal_compare.models.encoders) VaeDecoder (class in multimodal_compare.models.decoders)

VaeEncoder (class in multimodal_compare.models.encoders) val_dataloader() (multimodal_compare.models.dataloader.DataModule method) validation_epoch_end() (multimodal_compare.models.trainer.MultimodalVAE method) validation_step() (multimodal_compare.models.trainer.MultimodalVAE method)

W

weighted_group_kld() (multimodal_compare.models.objectives.BaseObjective method)