Index

A

add_kl_loss() (psiz.keras.layers.Variational method) affine_mvn() (in module psiz.utils) ALCOVECell (class in psiz.keras.layers)

as_sparse_outcome() (psiz.data.Rank static method) AttentionEntropy (class in psiz.keras.regularizers) average_repeated_samples() (psiz.keras.models.StochasticModel method)

B

BraidGate (class in psiz.keras.layers) build() (psiz.keras.layers.ALCOVECell method) (psiz.keras.layers.Combiner method) (psiz.keras.layers.CosineSimilarity method) (psiz.keras.layers.Drop method) (psiz.keras.layers.EmbeddingGammaDiag method) (psiz.keras.layers.EmbeddingLaplaceDiag method) (psiz.keras.layers.EmbeddingLogitNormalDiag method) (psiz.keras.layers.EmbeddingLogNormalDiag method) (psiz.keras.layers.EmbeddingNormalDiag method) (psiz.keras.layers.EmbeddingShared method) (psiz.keras.layers.EmbeddingTruncatedNormalDiag method) (psiz.keras.layers.ExponentialSimilarity method) (psiz.keras.layers.Gate method) (psiz.keras.layers.GateAdapter method) (psiz.keras.layers.GeneralizedInnerProduct method) (psiz.keras.layers.HeavyTailedSimilarity method) (psiz.keras.layers.InnerProduct method) (psiz.keras.layers.InverseSimilarity method) (psiz.keras.layers.Logistic method) (psiz.keras.layers.Minkowski method) (psiz.keras.layers.MinkowskiStochastic method) (psiz.keras.layers.Proximity method) (psiz.keras.layers.SoftRankBase method) (psiz.keras.layers.SoftRankCell method) (psiz.keras.layers.StudentsTSimilarity method) (psiz.keras.layers.Variational method)

bvn_ellipse() (in module psiz.mplot)

C

call() (psiz.keras.layers.ALCOVECell method) (psiz.keras.layers.BraidGate method) (psiz.keras.layers.Combiner method) (psiz.keras.layers.CosineSimilarity method) (psiz.keras.layers.Drop method) (psiz.keras.layers.EmbeddingGammaDiag method) (psiz.keras.layers.EmbeddingLaplaceDiag method) (psiz.keras.layers.EmbeddingLogitNormalDiag method) (psiz.keras.layers.EmbeddingLogNormalDiag method) (psiz.keras.layers.EmbeddingNormalDiag method) (psiz.keras.layers.EmbeddingShared method) (psiz.keras.layers.EmbeddingTruncatedNormalDiag method) (psiz.keras.layers.EmbeddingVariational method) (psiz.keras.layers.ExponentialSimilarity method) (psiz.keras.layers.GateAdapter method) (psiz.keras.layers.GeneralizedInnerProduct method) (psiz.keras.layers.HeavyTailedSimilarity method) (psiz.keras.layers.InnerProduct method) (psiz.keras.layers.InverseSimilarity method) (psiz.keras.layers.Logistic method) (psiz.keras.layers.Minkowski method) (psiz.keras.layers.MinkowskiStochastic method) (psiz.keras.layers.MinkowskiVariational method) (psiz.keras.layers.Proximity method) (psiz.keras.layers.SoftRank method) (psiz.keras.layers.SoftRankCell method) (psiz.keras.layers.StochasticEmbedding method) (psiz.keras.layers.StudentsTSimilarity method)

Categorize (class in psiz.data) Center (class in psiz.keras.constraints) choice_wo_replace() (in module psiz.utils) Combiner (class in psiz.keras.layers) components (psiz.data.Dataset property) Content (class in psiz.data) Continuous (class in psiz.data) CosineSimilarity (class in psiz.keras.layers)

D

Dataset (class in psiz.data) DatasetComponent (class in psiz.data) Dirichlet (class in psiz.keras.initializers)

disentangle_repeated_samples() (psiz.keras.models.StochasticModel method) distance() (psiz.keras.layers.ALCOVECell method) Drop (class in psiz.keras.layers)

E

embedding_input_dimension() (in module psiz.mplot) embedding_output_dimension() (in module psiz.mplot) EmbeddingGammaDiag (class in psiz.keras.layers) EmbeddingLaplaceDiag (class in psiz.keras.layers) EmbeddingLogitNormalDiag (class in psiz.keras.layers) EmbeddingLogNormalDiag (class in psiz.keras.layers) EmbeddingNormalDiag (class in psiz.keras.layers) embeddings (psiz.keras.layers.EmbeddingGammaDiag property) (psiz.keras.layers.EmbeddingLaplaceDiag property) (psiz.keras.layers.EmbeddingLogitNormalDiag property) (psiz.keras.layers.EmbeddingLogNormalDiag property) (psiz.keras.layers.EmbeddingNormalDiag property) (psiz.keras.layers.EmbeddingShared property) (psiz.keras.layers.EmbeddingTruncatedNormalDiag property) (psiz.keras.layers.EmbeddingVariational property)

EmbeddingShared (class in psiz.keras.layers) EmbeddingTruncatedNormalDiag (class in psiz.keras.layers) EmbeddingVariational (class in psiz.keras.layers) ExponentialSimilarity (class in psiz.keras.layers) export() (psiz.data.Categorize method) (psiz.data.Continuous method) (psiz.data.Dataset method) (psiz.data.DatasetComponent method) (psiz.data.Group method) (psiz.data.Outcome method) (psiz.data.Rank method) (psiz.data.Rate method) (psiz.data.SparseCategorical method)

F

format_inputs_as_tuple (psiz.keras.layers.GateAdapter attribute) from_config() (psiz.keras.layers.ALCOVECell class method) (psiz.keras.layers.BraidGate class method) (psiz.keras.layers.Combiner class method) (psiz.keras.layers.Drop class method) (psiz.keras.layers.EmbeddingShared class method) (psiz.keras.layers.Gate class method) (psiz.keras.layers.Logistic class method) (psiz.keras.layers.Proximity class method) (psiz.keras.layers.SoftRankBase class method) (psiz.keras.layers.Variational class method)

G

Gate (class in psiz.keras.layers) GateAdapter (class in psiz.keras.layers) gating_keys (psiz.keras.layers.GateAdapter attribute) GeneralizedInnerProduct (class in psiz.keras.layers) get_config() (psiz.keras.constraints.Center method) (psiz.keras.constraints.GreaterEqualThan method) (psiz.keras.constraints.GreaterThan method) (psiz.keras.constraints.LessEqualThan method) (psiz.keras.constraints.LessThan method) (psiz.keras.constraints.MinMax method) (psiz.keras.constraints.NonNegNorm method) (psiz.keras.initializers.Dirichlet method) (psiz.keras.initializers.SoftplusUniform method) (psiz.keras.layers.ALCOVECell method) (psiz.keras.layers.BraidGate method) (psiz.keras.layers.Combiner method) (psiz.keras.layers.CosineSimilarity method) (psiz.keras.layers.Drop method) (psiz.keras.layers.EmbeddingGammaDiag method) (psiz.keras.layers.EmbeddingShared method) (psiz.keras.layers.EmbeddingTruncatedNormalDiag method) (psiz.keras.layers.ExponentialSimilarity method) (psiz.keras.layers.Gate method) (psiz.keras.layers.GateAdapter method) (psiz.keras.layers.GeneralizedInnerProduct method) (psiz.keras.layers.HeavyTailedSimilarity method) (psiz.keras.layers.InnerProduct method) (psiz.keras.layers.InverseSimilarity method) (psiz.keras.layers.Logistic method) (psiz.keras.layers.Minkowski method) (psiz.keras.layers.MinkowskiStochastic method) (psiz.keras.layers.Proximity method) (psiz.keras.layers.SoftRankBase method) (psiz.keras.layers.StochasticEmbedding method) (psiz.keras.layers.StudentsTSimilarity method) (psiz.keras.layers.Variational method) (psiz.keras.regularizers.AttentionEntropy method) (psiz.keras.regularizers.Squeeze method) (psiz.keras.regularizers.StimulusNormedL1 method)

get_initial_state() (psiz.keras.layers.ALCOVECell method) (psiz.keras.layers.SoftRankCell method) GreaterEqualThan (class in psiz.keras.constraints) GreaterThan (class in psiz.keras.constraints) Group (class in psiz.data)

H

hdi_bvn() (in module psiz.mplot) heatmap_embeddings() (in module psiz.mplot)

HeavyTailedSimilarity (class in psiz.keras.layers) humble_teacher_loss() (psiz.keras.layers.ALCOVECell method)

I

InnerProduct (class in psiz.keras.layers) input_dim (psiz.keras.layers.EmbeddingVariational property) input_keys (psiz.keras.layers.GateAdapter attribute) InverseSimilarity (class in psiz.keras.layers)

is_actual (psiz.data.Categorize property) (psiz.data.Content property) (psiz.data.Rank property) (psiz.data.Rate property)

K

kl_anneal (psiz.keras.layers.Variational attribute)

kl_use_exact (psiz.keras.layers.Variational attribute) kl_weight (psiz.keras.layers.Variational attribute)

L

LessEqualThan (class in psiz.keras.constraints)

LessThan (class in psiz.keras.constraints) Logistic (class in psiz.keras.layers)

M

m_prefer_n() (in module psiz.utils) mask_value (psiz.data.Content property) mask_zero (psiz.data.Content property) (psiz.keras.layers.EmbeddingVariational property) Minkowski (class in psiz.keras.layers) MinkowskiStochastic (class in psiz.keras.layers) MinkowskiVariational (class in psiz.keras.layers) MinMax (class in psiz.keras.constraints)

module psiz.data psiz.keras.constraints psiz.keras.initializers psiz.keras.layers psiz.keras.regularizers psiz.mplot psiz.tfp psiz.utils

N

n_outcome (psiz.data.Rank property)

n_sample (psiz.keras.models.StochasticModel attribute) NonNegNorm (class in psiz.keras.constraints)

O

Outcome (class in psiz.data)

output_dim (psiz.keras.layers.EmbeddingVariational property)

P

pairwise_indices() (in module psiz.utils) possible_outcomes() (psiz.data.Rank static method) process_sample_weight() (psiz.data.Outcome method) procrustes_rotation() (in module psiz.utils) Proximity (class in psiz.keras.layers) psiz.data module psiz.keras.constraints module psiz.keras.initializers module

psiz.keras.layers module psiz.keras.regularizers module psiz.mplot module psiz.tfp module psiz.utils module

R

random_combinations() (in module psiz.utils) Rank (class in psiz.data) Rate (class in psiz.data)

repeat_samples_in_batch_axis() (psiz.keras.models.StochasticModel method) rho (psiz.keras.layers.MinkowskiVariational property) rotation_matrix() (in module psiz.utils)

S

sample_qr_sets() (in module psiz.data) sample_weight (psiz.data.Outcome property) scale (psiz.keras.layers.EmbeddingLaplaceDiag property) (psiz.keras.layers.EmbeddingLogitNormalDiag property) (psiz.keras.layers.EmbeddingLogNormalDiag property) (psiz.keras.layers.EmbeddingNormalDiag property) (psiz.keras.layers.EmbeddingTruncatedNormalDiag property) SoftplusUniform (class in psiz.keras.initializers) SoftRank (class in psiz.keras.layers)

SoftRankBase (class in psiz.keras.layers) SoftRankCell (class in psiz.keras.layers) sort_based_mask() (in module psiz.utils) SparseCategorical (class in psiz.data) Squeeze (class in psiz.keras.regularizers) standard_split() (in module psiz.utils) StimulusNormedL1 (class in psiz.keras.regularizers) StochasticEmbedding (class in psiz.keras.layers) StochasticModel (class in psiz.keras.models) StudentsTSimilarity (class in psiz.keras.layers)

U

unique_configurations (psiz.data.Content property)

unpack_mvn() (in module psiz.tfp) unravel_timestep() (in module psiz.data)

V

Variational (class in psiz.keras.layers)

W

w (psiz.keras.layers.InnerProduct property) (psiz.keras.layers.MinkowskiVariational property)

w_tril (psiz.keras.layers.InnerProduct property)