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V
_
_abc_impl (BaseVAELoss attribute)
(BetaHLoss attribute)
(BtcvaeLoss attribute)
(DisentangledDataset attribute)
(DSprites attribute)
(ExampleBasedExplainer attribute)
(Identity attribute)
(InfluenceFunctions attribute)
(InputPerturbation attribute)
(Mask attribute)
(NearestNeighbours attribute)
(RandomNoise attribute)
(SimplEx attribute)
(TracIn attribute)
_backward_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_buffers (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_forward_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_forward_pre_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_get_log_pz_qz_prodzi_qzCx() (in module lfxai.models.losses)
_is_full_backward_hook (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_kl_normal_loss() (in module lfxai.models.losses)
_load_state_dict_post_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_load_state_dict_pre_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_modules (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_non_persistent_buffers_set (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_parameters (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
_permute_dims() (in module lfxai.models.losses)
_pre_call() (BaseVAELoss method)
_reconstruction_loss() (in module lfxai.models.losses)
_state_dict_hooks (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
A
attribute() (ExampleBasedExplainer method)
(InfluenceFunctions method)
(NearestNeighbours method)
(SimplEx method)
(TracIn method)
attribute_auxiliary() (in module lfxai.explanations.features)
attribute_individual_dim() (in module lfxai.explanations.features)
attribute_loader() (InfluenceFunctions method)
(NearestNeighbours method)
(SimplEx method)
(TracIn method)
AutoencoderCNN (class in lfxai.models.time_series)
AutoEncoderMnist (class in lfxai.models.images)
AuxiliaryFunction (class in lfxai.explanations.features)
AverageMeter (class in lfxai.utils.metrics)
B
background_color (DSprites attribute)
BaseVAELoss (class in lfxai.models.losses)
BetaHLoss (class in lfxai.models.losses)
BetaTcVaeMnist (class in lfxai.models.images)
BetaVaeMnist (class in lfxai.models.images)
BlackBox (class in lfxai.models.base)
BtcvaeLoss (class in lfxai.models.losses)
C
CIFAR10Pair (class in lfxai.utils.datasets)
ClassifierLatent (class in lfxai.models.images)
ClassifierMnist (class in lfxai.models.images)
compute_metrics() (in module lfxai.utils.metrics)
compute_weights() (SimplEx static method)
correlation_latex_table() (in module lfxai.utils.visualize)
cos_saliency() (in module lfxai.utils.metrics)
count_activated_neurons() (in module lfxai.utils.metrics)
D
Decoder (class in lfxai.models.time_series)
DecoderBurgess (class in lfxai.models.images)
DecoderCNN (class in lfxai.models.time_series)
DecoderMnist (class in lfxai.models.images)
DisentangledDataset (class in lfxai.utils.datasets)
download() (DisentangledDataset method)
(DSprites method)
(ECG5000 method)
DSprites (class in lfxai.utils.datasets)
E
ECG5000 (class in lfxai.utils.datasets)
Encoder (class in lfxai.models.time_series)
EncoderBurgess (class in lfxai.models.images)
EncoderCNN (class in lfxai.models.time_series)
EncoderMnist (class in lfxai.models.images)
entropy_saliency() (in module lfxai.utils.metrics)
ExampleBasedExplainer (class in lfxai.explanations.examples)
F
files (DSprites attribute)
fit() (AutoencoderCNN method)
(AutoEncoderMnist method)
(BetaTcVaeMnist method)
(BetaVaeMnist method)
(ClassifierMnist method)
(RecurrentAutoencoder method)
(SimCLR method)
(VAE method)
forward() (AutoencoderCNN method)
(AutoEncoderMnist method)
(AuxiliaryFunction method)
(BetaTcVaeMnist method)
(BetaVaeMnist method)
(ClassifierLatent method)
(ClassifierMnist method)
(Decoder method)
(DecoderBurgess method)
(DecoderCNN method)
(DecoderMnist method)
(Encoder method)
(EncoderBurgess method)
(EncoderCNN method)
(EncoderMnist method)
(RecurrentAutoencoder method)
(SimCLR method)
(VAE method)
(VarDecoderMnist method)
(VarEncoderMnist method)
G
generate_masks() (in module lfxai.utils.feature_attribution)
generate_tseries_masks() (in module lfxai.utils.feature_attribution)
get_color_distortion() (SimCLR static method)
get_loss_f() (in module lfxai.models.losses)
get_lr() (SimCLR static method)
get_numpy_parameters() (in module lfxai.utils.influence)
H
hessian_vector_product() (in module lfxai.utils.influence)
I
Identity (class in lfxai.models.pretext)
img_size (DSprites attribute)
InfluenceFunctions (class in lfxai.explanations.examples)
init_vae() (in module lfxai.models.images)
InputPerturbation (class in lfxai.models.pretext)
L
lat_names (DSprites attribute)
lat_sizes (DSprites attribute)
lat_values (DSprites attribute)
latent() (BlackBox method)
latent_sample() (BetaTcVaeMnist method)
(BetaVaeMnist method)
lfxai
module
lfxai.explanations
module
lfxai.explanations.examples
module
lfxai.explanations.features
module
lfxai.models
module
lfxai.models.base
module
lfxai.models.images
module
lfxai.models.losses
module
lfxai.models.pretext
module
lfxai.models.time_series
module
lfxai.utils
module
lfxai.utils.datasets
module
lfxai.utils.feature_attribution
module
lfxai.utils.influence
module
lfxai.utils.math
module
lfxai.utils.metrics
module
lfxai.utils.visualize
module
lfxai.version
module
linear_annealing() (in module lfxai.models.losses)
load_metadata() (AutoEncoderMnist method)
(ClassifierMnist method)
(VAE method)
log_density_gaussian() (in module lfxai.models.images)
(in module lfxai.utils.math)
log_importance_weight_matrix() (in module lfxai.utils.math)
loss() (BetaTcVaeMnist method)
(BetaVaeMnist method)
M
Mask (class in lfxai.models.pretext)
MaskedMNIST (class in lfxai.utils.datasets)
matrix_log_density_gaussian() (in module lfxai.utils.math)
module
lfxai
lfxai.explanations
lfxai.explanations.examples
lfxai.explanations.features
lfxai.models
lfxai.models.base
lfxai.models.images
lfxai.models.losses
lfxai.models.pretext
lfxai.models.time_series
lfxai.utils
lfxai.utils.datasets
lfxai.utils.feature_attribution
lfxai.utils.influence
lfxai.utils.math
lfxai.utils.metrics
lfxai.utils.visualize
lfxai.version
mu() (EncoderBurgess method)
(VarEncoderMnist method)
N
NearestNeighbours (class in lfxai.explanations.examples)
nt_xent() (SimCLR static method)
O
off_diagonal_sum() (in module lfxai.utils.metrics)
P
pearson_saliency() (in module lfxai.utils.metrics)
plot_image_saliency() (in module lfxai.utils.visualize)
plot_pretext_saliencies() (in module lfxai.utils.visualize)
plot_pretext_top_example() (in module lfxai.utils.visualize)
plot_vae_saliencies() (in module lfxai.utils.visualize)
R
RandomNoise (class in lfxai.models.pretext)
RecurrentAutoencoder (class in lfxai.models.time_series)
reparameterize() (VAE method)
reset() (AverageMeter method)
S
sample_latent() (VAE method)
save() (AutoencoderCNN method)
(AutoEncoderMnist method)
(ClassifierMnist method)
(RecurrentAutoencoder method)
(VAE method)
save_metadata() (AutoEncoderMnist method)
(ClassifierMnist method)
(VAE method)
SimCLR (class in lfxai.models.images)
similarity_rates() (in module lfxai.utils.metrics)
SimplEx (class in lfxai.explanations.examples)
spearman_saliency() (in module lfxai.utils.metrics)
stack_torch_tensors() (in module lfxai.utils.influence)
T
test_epoch() (AutoencoderCNN method)
(AutoEncoderMnist method)
(BetaTcVaeMnist method)
(BetaVaeMnist method)
(ClassifierMnist method)
(RecurrentAutoencoder method)
(VAE method)
TracIn (class in lfxai.explanations.examples)
train_epoch() (AutoencoderCNN method)
(AutoEncoderMnist method)
(BetaTcVaeMnist method)
(BetaVaeMnist method)
(ClassifierMnist method)
(RecurrentAutoencoder method)
(VAE method)
training (AutoencoderCNN attribute)
(AutoEncoderMnist attribute)
(AuxiliaryFunction attribute)
(BetaTcVaeMnist attribute)
(BetaVaeMnist attribute)
(BlackBox attribute)
(ClassifierLatent attribute)
(ClassifierMnist attribute)
(Decoder attribute)
(DecoderBurgess attribute)
(DecoderCNN attribute)
(DecoderMnist attribute)
(Encoder attribute)
(EncoderBurgess attribute)
(EncoderCNN attribute)
(EncoderMnist attribute)
(RecurrentAutoencoder attribute)
(SimCLR attribute)
(VAE attribute)
(VarDecoderMnist attribute)
(VarEncoderMnist attribute)
U
update() (AverageMeter method)
urls (DSprites attribute)
V
VAE (class in lfxai.models.images)
vae_box_plots() (in module lfxai.utils.visualize)
VarDecoderMnist (class in lfxai.models.images)
VarEncoderMnist (class in lfxai.models.images)
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