Index

A

annotations (langspace.probe.arithmetic.ArithmeticProbe attribute) (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) (langspace.probe.interpolation.InterpolationProbe attribute) (langspace.probe.traversal.TraversalProbe attribute)

arithmetic() (langspace.probe.arithmetic.ArithmeticProbe method) ArithmeticOps (class in langspace.ops.arithmetic) ArithmeticProbe (class in langspace.probe.arithmetic) AVG (langspace.ops.arithmetic.ArithmeticOps attribute)

B

batch_size (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute)

batched_encoding() (langspace.probe.base.LatentSpaceProbe method) beta_vae_metric() (langspace.probe.disentanglement.DisentanglementProbe method)

C

calculate_distance() (langspace.ops.traversal.TraversalOps static method) categorical_crossentropy_loss() (langspace.probe.disentanglement.DisentanglementProbe static method) cluster_annot (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute)

ClusterVisualizationMethod (class in langspace.probe.cluster_vis.methods) ClusterVisualizationProbe (class in langspace.probe.cluster_vis) COMPLETENESS (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1]

D

data (langspace.probe.arithmetic.ArithmeticProbe attribute) (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) (langspace.probe.interpolation.InterpolationProbe attribute) decoding() (langspace.probe.base.LatentSpaceProbe method) dimension_random_walk() (langspace.ops.traversal.TraversalOps static method)

dims (langspace.probe.traversal.TraversalProbe attribute) DISENTANGLEMENT (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1] disentanglement_completeness_informativeness() (langspace.probe.disentanglement.DisentanglementProbe method) DisentanglementMetric (class in langspace.metrics.disentanglement) DisentanglementProbe (class in langspace.probe.disentanglement)

E

encoding() (langspace.probe.base.LatentSpaceProbe method)

entropy() (langspace.probe.disentanglement.DisentanglementProbe static method) eval (langspace.probe.interpolation.InterpolationProbe attribute)

F

factor_vae_metric() (langspace.probe.disentanglement.DisentanglementProbe method)

G

generative_factors (langspace.probe.disentanglement.GenerativeDataset attribute) (langspace.probe.disentanglement.SRLFactorDataset attribute) GenerativeDataset (class in langspace.probe.disentanglement)

get_representation_space() (langspace.probe.disentanglement.GenerativeDataset method) get_tokenized_data_seed() (langspace.probe.base.LatentSpaceProbe method) group_sampling() (langspace.probe.disentanglement.DisentanglementProbe method)

I

INFORMATIVENESS (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1] interpolation_smoothness() (langspace.ops.interpolation.InterpolationOps static method)

InterpolationMetric (class in langspace.metrics.interpolation) InterpolationOps (class in langspace.ops.interpolation) InterpolationProbe (class in langspace.probe.interpolation)

L

langspace module langspace.metrics module langspace.metrics.disentanglement module langspace.metrics.interpolation module langspace.models module langspace.ops module langspace.ops.arithmetic module langspace.ops.interpolation module langspace.ops.traversal module langspace.probe module

langspace.probe.arithmetic module langspace.probe.base module langspace.probe.cluster_vis module langspace.probe.cluster_vis.methods module langspace.probe.disentanglement module langspace.probe.interpolation module langspace.probe.lingprop module langspace.probe.sts module langspace.probe.traversal module LatentSpaceProbe (class in langspace.probe.base) linearize_interpolate() (langspace.ops.interpolation.InterpolationOps static method) LinguisticPropertiesProbe (class in langspace.probe.lingprop)

M

method (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) MIG (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1] model (langspace.probe.arithmetic.ArithmeticProbe attribute) (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) (langspace.probe.interpolation.InterpolationProbe attribute) (langspace.probe.traversal.TraversalProbe attribute) modularity_explicitness() (langspace.probe.disentanglement.DisentanglementProbe method) module langspace langspace.metrics langspace.metrics.disentanglement langspace.metrics.interpolation langspace.models langspace.ops langspace.ops.arithmetic langspace.ops.interpolation langspace.ops.traversal langspace.probe langspace.probe.arithmetic langspace.probe.base langspace.probe.cluster_vis langspace.probe.cluster_vis.methods langspace.probe.disentanglement langspace.probe.interpolation langspace.probe.lingprop langspace.probe.sts langspace.probe.traversal

mutual_information_estimation() (langspace.probe.disentanglement.DisentanglementProbe method) mutual_information_gap() (langspace.probe.disentanglement.DisentanglementProbe method)

O

ops (langspace.probe.arithmetic.ArithmeticProbe attribute)

P

PCA (langspace.probe.cluster_vis.methods.ClusterVisualizationMethod attribute)

plot_label_map (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) preprocess() (langspace.ops.interpolation.InterpolationOps static method)

Q

QUALITY (langspace.metrics.interpolation.InterpolationMetric attribute), [1]

R

report() (langspace.probe.arithmetic.ArithmeticProbe method) (langspace.probe.base.LatentSpaceProbe method) (langspace.probe.cluster_vis.ClusterVisualizationProbe method) (langspace.probe.disentanglement.DisentanglementProbe method) (langspace.probe.interpolation.InterpolationProbe method) (langspace.probe.lingprop.LinguisticPropertiesProbe method) (langspace.probe.sts.STSProbe method) (langspace.probe.traversal.TraversalProbe method)

representation_space (langspace.probe.disentanglement.GenerativeDataset attribute) role_content_viz() (langspace.probe.cluster_vis.ClusterVisualizationProbe static method)

S

sample_size (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) (langspace.probe.traversal.TraversalProbe attribute) sample_space (langspace.probe.disentanglement.GenerativeDataset attribute) (langspace.probe.disentanglement.SRLFactorDataset attribute) select_models() (in module langspace.models) separated_attribute_predictability() (langspace.probe.disentanglement.DisentanglementProbe method) SMOOTHNESS (langspace.metrics.interpolation.InterpolationMetric attribute), [1]

SRLFactorDataset (class in langspace.probe.disentanglement) stratified_sampling() (langspace.probe.disentanglement.DisentanglementProbe method) structure (langspace.probe.disentanglement.SRLFactorDataset attribute) structure_viz() (langspace.probe.cluster_vis.ClusterVisualizationProbe static method) STSProbe (class in langspace.probe.sts) SUB (langspace.ops.arithmetic.ArithmeticOps attribute) SUM (langspace.ops.arithmetic.ArithmeticOps attribute)

T

target_roles (langspace.probe.cluster_vis.ClusterVisualizationProbe attribute) TraversalOps (class in langspace.ops.traversal)

TraversalProbe (class in langspace.probe.traversal) traverse() (langspace.ops.traversal.TraversalOps static method) TSNE (langspace.probe.cluster_vis.methods.ClusterVisualizationMethod attribute)

U

UMAP (langspace.probe.cluster_vis.methods.ClusterVisualizationMethod attribute)

V

value_space (langspace.probe.disentanglement.GenerativeDataset attribute) (langspace.probe.disentanglement.SRLFactorDataset attribute)

W

word_mover_distance() (langspace.ops.interpolation.InterpolationOps static method)

Z

Z_DIFF (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1]

Z_MIN_VAR (langspace.metrics.disentanglement.DisentanglementMetric attribute), [1]