Index

A

add_state() (latte.metrics.base.LatteMetric method)

C

compute() (latte.metrics.base.LatteMetric method) (latte.metrics.base.MetricBundle method) (latte.metrics.core.disentanglement.DependencyAwareLatentInformationGap method) (latte.metrics.core.disentanglement.DependencyAwareMutualInformationGap method) (latte.metrics.core.disentanglement.DependencyBlindMutualInformationGap method) (latte.metrics.core.disentanglement.Modularity method) (latte.metrics.core.disentanglement.MutualInformationGap method) (latte.metrics.core.disentanglement.SeparateAttributePredictability method) (latte.metrics.core.interpolatability.Monotonicity method) (latte.metrics.core.interpolatability.Smoothness method) (latte.metrics.torch.wrapper.TorchMetricWrapper method)

conditional_entropy() (in module latte.functional.disentanglement.mutual_info)

D

dependency_aware_mutual_info_bundle() (in module latte.functional.bundles.dependency_aware_mutual_info) DependencyAwareLatentInformationGap (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) DependencyAwareMutualInformationBundle (class in latte.metrics.core.bundles) (class in latte.metrics.torch.bundles) (in module latte.metrics.keras.bundles) DependencyAwareMutualInformationGap (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement)

DependencyBlindMutualInformationGap (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) DLIG (in module latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) dlig() (in module latte.functional.disentanglement.mutual_info) DMIG (in module latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) dmig() (in module latte.functional.disentanglement.mutual_info)

E

entropy() (in module latte.functional.disentanglement.mutual_info)

F

finite_diff() (in module latte.functional.interpolatability.utils)

G

get_continuous_sap_score() (in module latte.functional.disentanglement.sap)

get_discrete_sap_score() (in module latte.functional.disentanglement.sap) get_mi_func() (in module latte.functional.disentanglement.mutual_info)

K

KerasMetricWrapper (class in latte.metrics.keras.wrapper)

L

latent_attr_mutual_info() (in module latte.functional.disentanglement.mutual_info) latte module latte.functional module latte.functional.bundles module latte.functional.bundles.dependency_aware_mutual_info module latte.functional.bundles.liad_interpolatability module latte.functional.disentanglement module latte.functional.disentanglement.modularity module latte.functional.disentanglement.mutual_info module latte.functional.disentanglement.sap module latte.functional.disentanglement.utils module latte.functional.interpolatability module latte.functional.interpolatability.monotonicity module latte.functional.interpolatability.smoothness module latte.functional.interpolatability.utils module latte.metrics module latte.metrics.base module latte.metrics.core module

latte.metrics.core.bundles module latte.metrics.core.disentanglement module latte.metrics.core.interpolatability module latte.metrics.keras module latte.metrics.keras.bundles module latte.metrics.keras.disentanglement module latte.metrics.keras.interpolatability module latte.metrics.keras.wrapper module latte.metrics.torch module latte.metrics.torch.bundles module latte.metrics.torch.disentanglement module latte.metrics.torch.interpolatability module latte.metrics.torch.wrapper module LatteMetric (class in latte.metrics.base) lehmer_mean() (in module latte.functional.interpolatability.utils) liad() (in module latte.functional.interpolatability.utils) liad_interpolatability_bundle() (in module latte.functional.bundles.liad_interpolatability) LiadInterpolatabilityBundle (class in latte.metrics.core.bundles) (class in latte.metrics.torch.bundles) (in module latte.metrics.keras.bundles)

M

MetricBundle (class in latte.metrics.base) MIG (in module latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) mig() (in module latte.functional.disentanglement.mutual_info) Modularity (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) modularity() (in module latte.functional.disentanglement.modularity) module latte latte.functional latte.functional.bundles latte.functional.bundles.dependency_aware_mutual_info latte.functional.bundles.liad_interpolatability latte.functional.disentanglement latte.functional.disentanglement.modularity latte.functional.disentanglement.mutual_info latte.functional.disentanglement.sap latte.functional.disentanglement.utils latte.functional.interpolatability latte.functional.interpolatability.monotonicity latte.functional.interpolatability.smoothness latte.functional.interpolatability.utils latte.metrics latte.metrics.base latte.metrics.core latte.metrics.core.bundles latte.metrics.core.disentanglement latte.metrics.core.interpolatability latte.metrics.keras latte.metrics.keras.bundles latte.metrics.keras.disentanglement latte.metrics.keras.interpolatability latte.metrics.keras.wrapper latte.metrics.torch latte.metrics.torch.bundles latte.metrics.torch.disentanglement latte.metrics.torch.interpolatability latte.metrics.torch.wrapper

Monotonicity (class in latte.metrics.core.interpolatability) (in module latte.metrics.keras.interpolatability) (in module latte.metrics.torch.interpolatability) monotonicity() (in module latte.functional.interpolatability.monotonicity) MutualInformationGap (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement)

N

numpy_to_tf() (in module latte.metrics.keras.wrapper)

numpy_to_torch() (in module latte.metrics.torch.wrapper)

R

RANDOM_STATE (in module latte) reset() (latte.metrics.torch.wrapper.TorchMetricWrapper method) reset_state() (latte.metrics.base.LatteMetric method) (latte.metrics.base.MetricBundle method) (latte.metrics.keras.wrapper.KerasMetricWrapper method)

result() (latte.metrics.keras.wrapper.KerasMetricWrapper method)

S

SAP (in module latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement) sap() (in module latte.functional.disentanglement.sap) seed() (in module latte) SeparateAttributePredictability (class in latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement)

single_mutual_info() (in module latte.functional.disentanglement.mutual_info) Smoothness (class in latte.metrics.core.interpolatability) (in module latte.metrics.keras.interpolatability) (in module latte.metrics.torch.interpolatability) smoothness() (in module latte.functional.interpolatability.smoothness)

T

tf_to_numpy() (in module latte.metrics.keras.wrapper) this (in module latte)

torch_to_numpy() (in module latte.metrics.torch.wrapper) TorchMetricWrapper (class in latte.metrics.torch.wrapper)

U

update() (latte.metrics.torch.wrapper.TorchMetricWrapper method) update_state() (latte.metrics.base.LatteMetric method) (latte.metrics.base.MetricBundle method) (latte.metrics.core.disentanglement.DependencyAwareLatentInformationGap method) (latte.metrics.core.disentanglement.DependencyAwareMutualInformationGap method) (latte.metrics.core.disentanglement.DependencyBlindMutualInformationGap method) (latte.metrics.core.disentanglement.Modularity method) (latte.metrics.core.disentanglement.MutualInformationGap method) (latte.metrics.core.disentanglement.SeparateAttributePredictability method) (latte.metrics.core.interpolatability.Monotonicity method) (latte.metrics.core.interpolatability.Smoothness method) (latte.metrics.keras.wrapper.KerasMetricWrapper method)

X

XMIG (in module latte.metrics.core.disentanglement) (in module latte.metrics.keras.disentanglement) (in module latte.metrics.torch.disentanglement)

xmig() (in module latte.functional.disentanglement.mutual_info)