Index

_

__attrs_post_init__() (alibi.api.interfaces.Explanation method) __call__() (alibi.explainers.anchors.anchor_image.AnchorImageSampler method) (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_tabular_distributed.RemoteSampler method) (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) (alibi.explainers.anchors.text_samplers.SimilaritySampler method) (alibi.explainers.anchors.text_samplers.UnknownSampler method) (alibi.explainers.cfrl_base.Callback method) (alibi.explainers.cfrl_base.NormalActionNoise method) (alibi.explainers.cfrl_base.Postprocessing method) (alibi.explainers.cfrl_tabular.ConcatTabularPostprocessing method) (alibi.explainers.cfrl_tabular.SampleTabularPostprocessing method) (alibi.models.pytorch.metrics.LossContainer method) (alibi.utils.kernel.EuclideanDistance method) (alibi.utils.kernel.GaussianRBF method) (alibi.utils.missing_optional_dependency.MissingDependency method) __getattr__() (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.distributed.PoolCollection method) (alibi.utils.DistributedExplainer method) (alibi.utils.missing_optional_dependency.MissingDependency method) __getitem__() (alibi.api.interfaces.Explanation method) __init__() (alibi.confidence.LinearityMeasure method) (alibi.confidence.model_linearity.LinearityMeasure method) (alibi.confidence.TrustScore method) (alibi.confidence.trustscore.TrustScore method) (alibi.explainers.ALE method) (alibi.explainers.ale.ALE method) (alibi.explainers.AnchorImage method) (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) (alibi.explainers.anchors.anchor_image.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImageSampler method) (alibi.explainers.anchors.anchor_tabular.AnchorTabular method) (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_text.AnchorText method) (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) (alibi.explainers.anchors.text_samplers.Neighbors method) (alibi.explainers.anchors.text_samplers.SimilaritySampler method) (alibi.explainers.anchors.text_samplers.UnknownSampler method) (alibi.explainers.AnchorTabular method) (alibi.explainers.AnchorText method) (alibi.explainers.backends.pytorch.cfrl_base.PtCounterfactualRLDataset method) (alibi.explainers.backends.tensorflow.cfrl_base.TfCounterfactualRLDataset method) (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.cfrl_base.CounterfactualRL method) (alibi.explainers.cfrl_base.NormalActionNoise method) (alibi.explainers.cfrl_base.ReplayBuffer method) (alibi.explainers.cfrl_tabular.CounterfactualRLTabular method) (alibi.explainers.cfrl_tabular.SampleTabularPostprocessing method) (alibi.explainers.Counterfactual method) (alibi.explainers.counterfactual.Counterfactual method) (alibi.explainers.CounterfactualProto method) (alibi.explainers.CounterfactualRL method) (alibi.explainers.CounterfactualRLTabular method) (alibi.explainers.GradientSimilarity method) (alibi.explainers.integrated_gradients.IntegratedGradients method) (alibi.explainers.IntegratedGradients method) (alibi.explainers.KernelShap method) (alibi.explainers.partial_dependence.PartialDependence method) (alibi.explainers.partial_dependence.PartialDependenceBase method) (alibi.explainers.partial_dependence.TreePartialDependence method) (alibi.explainers.PartialDependence method) (alibi.explainers.PartialDependenceVariance method) (alibi.explainers.pd_variance.PartialDependenceVariance method) (alibi.explainers.permutation_importance.PermutationImportance method) (alibi.explainers.PermutationImportance method) (alibi.explainers.shap_wrappers.KernelExplainerWrapper method) (alibi.explainers.shap_wrappers.KernelShap method) (alibi.explainers.shap_wrappers.TreeShap method) (alibi.explainers.similarity.base.BaseSimilarityExplainer method) (alibi.explainers.similarity.grad.GradientSimilarity method) (alibi.explainers.TreePartialDependence method) (alibi.explainers.TreeShap method) (alibi.models.pytorch.actor_critic.Actor method) (alibi.models.pytorch.actor_critic.Critic method) (alibi.models.pytorch.autoencoder.AE method) (alibi.models.pytorch.autoencoder.HeAE method) (alibi.models.pytorch.cfrl_models.ADULTDecoder method) (alibi.models.pytorch.cfrl_models.ADULTEncoder method) (alibi.models.pytorch.cfrl_models.MNISTClassifier method) (alibi.models.pytorch.cfrl_models.MNISTDecoder method) (alibi.models.pytorch.cfrl_models.MNISTEncoder method) (alibi.models.pytorch.metrics.LossContainer method) (alibi.models.pytorch.metrics.Metric method) (alibi.models.tensorflow.actor_critic.Actor method) (alibi.models.tensorflow.actor_critic.Critic method) (alibi.models.tensorflow.autoencoder.AE method) (alibi.models.tensorflow.autoencoder.HeAE method) (alibi.models.tensorflow.cfrl_models.ADULTDecoder method) (alibi.models.tensorflow.cfrl_models.ADULTEncoder method) (alibi.models.tensorflow.cfrl_models.MNISTClassifier method) (alibi.models.tensorflow.cfrl_models.MNISTDecoder method) (alibi.models.tensorflow.cfrl_models.MNISTEncoder method) (alibi.prototypes.ProtoSelect method) (alibi.prototypes.protoselect.ProtoSelect method) (alibi.tests.utils.MockPredictor method) (alibi.utils.BertBaseUncased method) (alibi.utils.discretizer.Discretizer method) (alibi.utils.DistilbertBaseUncased method) (alibi.utils.distributed.ActorPool method) (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.distributed.PoolCollection method) (alibi.utils.DistributedExplainer method) (alibi.utils.kernel.EuclideanDistance method) (alibi.utils.kernel.GaussianRBF method) (alibi.utils.kernel.GaussianRBFDistance method) (alibi.utils.lang_model.BertBaseUncased method) (alibi.utils.lang_model.DistilbertBaseUncased method) (alibi.utils.lang_model.LanguageModel method) (alibi.utils.lang_model.RobertaBase method) (alibi.utils.LanguageModel method) (alibi.utils.missing_optional_dependency.MissingDependency method) (alibi.utils.RobertaBase method)

A

abdm() (in module alibi.utils.distance) absolute_value (alibi.utils.visualization.VisualizeSign attribute) AccuracyMetric (class in alibi.models.pytorch.metrics) Actor (class in alibi.models.pytorch.actor_critic) (class in alibi.models.tensorflow.actor_critic) actor_index (alibi.utils.distributed.DistributedExplainer property) (alibi.utils.DistributedExplainer property) ActorPool (class in alibi.utils.distributed) adaptive_grid() (in module alibi.explainers.ale) add_names_to_exp() (alibi.explainers.anchors.anchor_tabular.AnchorTabular method) (alibi.explainers.AnchorTabular method) add_noise() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) ADULTDecoder (class in alibi.models.pytorch.cfrl_models) (class in alibi.models.tensorflow.cfrl_models) ADULTEncoder (class in alibi.models.pytorch.cfrl_models) (class in alibi.models.tensorflow.cfrl_models) AE (class in alibi.models.pytorch.autoencoder) (class in alibi.models.tensorflow.autoencoder) ALE (class in alibi.explainers) (class in alibi.explainers.ale) ale_num() (in module alibi.explainers.ale) alibi module alibi.api module alibi.api.defaults module alibi.api.interfaces module alibi.confidence module alibi.confidence.model_linearity module alibi.confidence.trustscore module alibi.datasets module alibi.datasets.default module alibi.datasets.tensorflow module alibi.exceptions module alibi.explainers module alibi.explainers.ale module alibi.explainers.anchors module alibi.explainers.anchors.anchor_base module alibi.explainers.anchors.anchor_explanation module alibi.explainers.anchors.anchor_image module alibi.explainers.anchors.anchor_tabular module alibi.explainers.anchors.anchor_tabular_distributed module alibi.explainers.anchors.anchor_text module alibi.explainers.anchors.language_model_text_sampler module alibi.explainers.anchors.text_samplers module alibi.explainers.backends module alibi.explainers.backends.cfrl_base module alibi.explainers.backends.cfrl_tabular module alibi.explainers.backends.pytorch module alibi.explainers.backends.pytorch.cfrl_base module alibi.explainers.backends.pytorch.cfrl_tabular module alibi.explainers.backends.tensorflow module alibi.explainers.backends.tensorflow.cfrl_base module alibi.explainers.backends.tensorflow.cfrl_tabular module alibi.explainers.cem module alibi.explainers.cfproto module alibi.explainers.cfrl_base module alibi.explainers.cfrl_tabular module alibi.explainers.counterfactual module alibi.explainers.integrated_gradients module alibi.explainers.partial_dependence module alibi.explainers.pd_variance module alibi.explainers.permutation_importance module alibi.explainers.shap_wrappers module alibi.explainers.similarity module alibi.explainers.similarity.backends module alibi.explainers.similarity.backends.pytorch module

alibi.explainers.similarity.backends.pytorch.base module alibi.explainers.similarity.backends.tensorflow module alibi.explainers.similarity.backends.tensorflow.base module alibi.explainers.similarity.base module alibi.explainers.similarity.grad module alibi.explainers.similarity.metrics module alibi.models module alibi.models.pytorch module alibi.models.pytorch.actor_critic module alibi.models.pytorch.autoencoder module alibi.models.pytorch.cfrl_models module alibi.models.pytorch.metrics module alibi.models.pytorch.model module alibi.models.tensorflow module alibi.models.tensorflow.actor_critic module alibi.models.tensorflow.autoencoder module alibi.models.tensorflow.cfrl_models module alibi.prototypes module alibi.prototypes.protoselect module alibi.saving module alibi.tests module alibi.tests.utils module alibi.utils module alibi.utils.approximation_methods module alibi.utils.data module alibi.utils.discretizer module alibi.utils.distance module alibi.utils.distributed module alibi.utils.distributions module alibi.utils.download module alibi.utils.frameworks module alibi.utils.gradients module alibi.utils.kernel module alibi.utils.lang_model module alibi.utils.mapping module alibi.utils.missing_optional_dependency module alibi.utils.tf module alibi.utils.visualization module alibi.utils.wrappers module alibi.version module AlibiException AlibiPredictorCallException (class in alibi.exceptions) AlibiPredictorReturnTypeError (class in alibi.exceptions) AlibiPrettyPrinter (class in alibi.api.interfaces) all (alibi.utils.visualization.VisualizeSign attribute) alpha_scaling (alibi.utils.visualization.ImageVisualizationMethod attribute) anchor_beam() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) AnchorBaseBeam (class in alibi.explainers.anchors.anchor_base) AnchorExplanation (class in alibi.explainers.anchors.anchor_explanation) AnchorImage (class in alibi.explainers) (class in alibi.explainers.anchors.anchor_image) AnchorImageSampler (class in alibi.explainers.anchors.anchor_image) AnchorTabular (class in alibi.explainers) (class in alibi.explainers.anchors.anchor_tabular) AnchorText (class in alibi.explainers) (class in alibi.explainers.anchors.anchor_text) AnchorTextSampler (class in alibi.explainers.anchors.text_samplers) append() (alibi.explainers.cfrl_base.ReplayBuffer method) apply_category_mapping() (in module alibi.explainers.backends.cfrl_tabular) approximation_parameters() (in module alibi.utils.approximation_methods) argmax_grad() (in module alibi.utils.tf) ArgmaxTransformer (class in alibi.utils.wrappers) argmin_grad() (in module alibi.utils.tf) assert_message_in_logs() (in module alibi.tests.utils) asym_dot() (in module alibi.explainers.similarity.metrics) attack() (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.CounterfactualProto method) AVERAGE (alibi.explainers.partial_dependence.Kind attribute)

B

Base (class in alibi.api.interfaces) BaseSimilarityExplainer (class in alibi.explainers.similarity.base) batch() (in module alibi.utils.distributed) batch_compute_kernel_matrix() (in module alibi.utils.distance) BertBaseUncased (class in alibi.utils) (class in alibi.utils.lang_model) bins() (alibi.utils.discretizer.Discretizer method)

bisect_fun() (in module alibi.explainers.ale) blended_heat_map (alibi.utils.visualization.ImageVisualizationMethod attribute) BOTH (alibi.explainers.partial_dependence.Kind attribute) build() (alibi.models.tensorflow.autoencoder.HeAE method) build_lookups() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_tabular_distributed.RemoteSampler method) Bunch (class in alibi.utils.data)

C

call() (alibi.models.tensorflow.actor_critic.Actor method) (alibi.models.tensorflow.actor_critic.Critic method) (alibi.models.tensorflow.autoencoder.AE method) (alibi.models.tensorflow.autoencoder.HeAE method) (alibi.models.tensorflow.cfrl_models.ADULTDecoder method) (alibi.models.tensorflow.cfrl_models.ADULTEncoder method) (alibi.models.tensorflow.cfrl_models.MNISTClassifier method) (alibi.models.tensorflow.cfrl_models.MNISTDecoder method) (alibi.models.tensorflow.cfrl_models.MNISTEncoder method) CALLABLE (alibi.explainers.integrated_gradients.LayerState attribute) Callback (class in alibi.explainers.cfrl_base) caller (alibi.utils.lang_model.BertBaseUncased attribute) (alibi.utils.lang_model.DistilbertBaseUncased attribute) (alibi.utils.lang_model.LanguageModel attribute) (alibi.utils.lang_model.RobertaBase attribute) (alibi.utils.LanguageModel attribute) CEM (class in alibi.explainers) (class in alibi.explainers.cem) cityblock_batch() (in module alibi.utils.distance) CLASS_SAMPLER (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) CLASSIFICATION (alibi.explainers.similarity.grad.Task attribute) compare_labels() (alibi.explainers.anchors.anchor_image.AnchorImageSampler method) (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_text.AnchorText method) (alibi.explainers.AnchorText method) compile() (alibi.models.pytorch.model.Model method) compute_beta() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam static method) compute_loss() (alibi.models.pytorch.model.Model method) compute_metric() (alibi.models.pytorch.metrics.AccuracyMetric method) (alibi.models.pytorch.metrics.Metric method)

compute_metrics() (alibi.models.pytorch.model.Model method) compute_prototype_importances() (in module alibi.prototypes.protoselect) concatenate (alibi.utils.distributed.DistributedExplainer attribute) (alibi.utils.DistributedExplainer attribute) concatenate_minibatches() (in module alibi.utils.distributed) ConcatTabularPostprocessing (class in alibi.explainers.cfrl_tabular) consistency_loss() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.pytorch.cfrl_tabular) (in module alibi.explainers.backends.tensorflow.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_tabular) cos() (in module alibi.explainers.similarity.metrics) Counterfactual (class in alibi.explainers) (class in alibi.explainers.counterfactual) CounterFactual() (in module alibi.explainers.counterfactual) CounterfactualProto (class in alibi.explainers) (class in alibi.explainers.cfproto) CounterFactualProto() (in module alibi.explainers.cfproto) CounterfactualRL (class in alibi.explainers) (class in alibi.explainers.cfrl_base) CounterfactualRLDataset (class in alibi.explainers.backends.cfrl_base) CounterfactualRLTabular (class in alibi.explainers) (class in alibi.explainers.cfrl_tabular) coverage() (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) create_explainer_handles() (alibi.utils.distributed.PoolCollection static method) create_mask() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) create_parallel_pool() (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.DistributedExplainer method) Critic (class in alibi.models.pytorch.actor_critic) (class in alibi.models.tensorflow.actor_critic) cv_protoselect_euclidean() (in module alibi.prototypes.protoselect)

D

data (alibi.api.interfaces.Explanation attribute) data_generator() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) decode() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) default() (alibi.saving.NumpyEncoder method) DEFAULT_BASE_PARAMS (in module alibi.explainers.cfrl_base) DEFAULT_DATA_ALE (in module alibi.api.defaults) DEFAULT_DATA_ANCHOR (in module alibi.api.defaults) DEFAULT_DATA_ANCHOR_IMG (in module alibi.api.defaults) DEFAULT_DATA_CEM (in module alibi.api.defaults) DEFAULT_DATA_CF (in module alibi.api.defaults) DEFAULT_DATA_CFP (in module alibi.api.defaults) DEFAULT_DATA_CFRL (in module alibi.api.defaults) DEFAULT_DATA_INTGRAD (in module alibi.api.defaults) DEFAULT_DATA_KERNEL_SHAP (in module alibi.api.defaults) DEFAULT_DATA_PD (in module alibi.api.defaults) DEFAULT_DATA_PDVARIANCE (in module alibi.api.defaults) DEFAULT_DATA_PERMUTATION_IMPORTANCE (in module alibi.api.defaults) DEFAULT_DATA_PROTOSELECT (in module alibi.api.defaults) DEFAULT_DATA_SIM (in module alibi.api.defaults) DEFAULT_DATA_TREE_SHAP (in module alibi.api.defaults) default_meta() (in module alibi.api.interfaces) DEFAULT_META_ALE (in module alibi.api.defaults) DEFAULT_META_ANCHOR (in module alibi.api.defaults) DEFAULT_META_CEM (in module alibi.api.defaults) DEFAULT_META_CF (in module alibi.api.defaults) DEFAULT_META_CFP (in module alibi.api.defaults) DEFAULT_META_CFRL (in module alibi.api.defaults) DEFAULT_META_INTGRAD (in module alibi.api.defaults)

DEFAULT_META_KERNEL_SHAP (in module alibi.api.defaults) DEFAULT_META_PD (in module alibi.api.defaults) DEFAULT_META_PDVARIANCE (in module alibi.api.defaults) DEFAULT_META_PERMUTATION_IMPORTANCE (in module alibi.api.defaults) DEFAULT_META_PROTOSELECT (in module alibi.api.defaults) DEFAULT_META_SIM (in module alibi.api.defaults) DEFAULT_META_TREE_SHAP (in module alibi.api.defaults) DEFAULT_SAMPLING_LANGUAGE_MODEL (in module alibi.explainers.anchors.anchor_text) DEFAULT_SAMPLING_SIMILARITY (in module alibi.explainers.anchors.anchor_text) DEFAULT_SAMPLING_UNKNOWN (in module alibi.explainers.anchors.anchor_text) default_target_fcn() (in module alibi.utils.distributed) DEFAULTS (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) deferred_init() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) DIFFERENCE (alibi.explainers.permutation_importance.Kind attribute) discretize() (alibi.utils.discretizer.Discretizer method) Discretizer (class in alibi.utils.discretizer) DistilbertBaseUncased (class in alibi.utils) (class in alibi.utils.lang_model) DISTRIBUTED_OPTS (in module alibi.explainers.shap_wrappers) DistributedAnchorBaseBeam (class in alibi.explainers.anchors.anchor_tabular_distributed) DistributedAnchorTabular (class in alibi.explainers) (class in alibi.explainers.anchors.anchor_tabular_distributed) DistributedExplainer (class in alibi.utils) (class in alibi.utils.distributed) dlow_bernoulli() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam static method) dot() (in module alibi.explainers.similarity.metrics) draw_samples() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) (alibi.explainers.anchors.anchor_tabular_distributed.DistributedAnchorBaseBeam method) dup_bernoulli() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam static method)

E

encode() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) err_msg (alibi.utils.missing_optional_dependency.MissingDependency property) err_msg_template (in module alibi.utils.missing_optional_dependency) ESTIMATE (alibi.explainers.permutation_importance.Method attribute) EuclideanDistance (class in alibi.utils.kernel) evaluate() (alibi.models.pytorch.model.Model method) EXACT (alibi.explainers.permutation_importance.Method attribute) examples() (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) explain() (alibi.api.interfaces.Explainer method) (alibi.explainers.ALE method) (alibi.explainers.ale.ALE method) (alibi.explainers.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImage method) (alibi.explainers.anchors.anchor_tabular.AnchorTabular method) (alibi.explainers.anchors.anchor_tabular_distributed.DistributedAnchorTabular method) (alibi.explainers.anchors.anchor_text.AnchorText method) (alibi.explainers.AnchorTabular method) (alibi.explainers.AnchorText method) (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.cfrl_base.CounterfactualRL method) (alibi.explainers.cfrl_tabular.CounterfactualRLTabular method) (alibi.explainers.Counterfactual method) (alibi.explainers.counterfactual.Counterfactual method) (alibi.explainers.CounterfactualProto method) (alibi.explainers.CounterfactualRL method) (alibi.explainers.CounterfactualRLTabular method) (alibi.explainers.DistributedAnchorTabular method) (alibi.explainers.GradientSimilarity method) (alibi.explainers.integrated_gradients.IntegratedGradients method) (alibi.explainers.IntegratedGradients method) (alibi.explainers.KernelShap method) (alibi.explainers.partial_dependence.PartialDependence method) (alibi.explainers.partial_dependence.PartialDependenceBase method) (alibi.explainers.partial_dependence.TreePartialDependence method) (alibi.explainers.PartialDependence method) (alibi.explainers.PartialDependenceVariance method) (alibi.explainers.pd_variance.PartialDependenceVariance method) (alibi.explainers.permutation_importance.PermutationImportance method) (alibi.explainers.PermutationImportance method) (alibi.explainers.shap_wrappers.KernelShap method) (alibi.explainers.shap_wrappers.TreeShap method) (alibi.explainers.similarity.grad.GradientSimilarity method) (alibi.explainers.TreePartialDependence method) (alibi.explainers.TreeShap method)

Explainer (class in alibi.api.interfaces) Explanation (class in alibi.api.interfaces)

F

features() (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) fetch_adult() (in module alibi.datasets) (in module alibi.datasets.default) fetch_fashion_mnist() (in module alibi.datasets) (in module alibi.datasets.tensorflow) fetch_imagenet() (in module alibi.datasets) (in module alibi.datasets.default) fetch_imagenet_10() (in module alibi.datasets) (in module alibi.datasets.default) fetch_movie_sentiment() (in module alibi.datasets) (in module alibi.datasets.default) fill_mask() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) FILLING_AUTOREGRESSIVE (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler attribute) FILLING_PARALLEL (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler attribute) filter_by_distance_knn() (alibi.confidence.TrustScore method) (alibi.confidence.trustscore.TrustScore method) filter_by_probability_knn() (alibi.confidence.TrustScore method) (alibi.confidence.trustscore.TrustScore method) find_similar_words() (alibi.explainers.anchors.text_samplers.SimilaritySampler method) fit() (alibi.api.interfaces.FitMixin method) (alibi.confidence.LinearityMeasure method) (alibi.confidence.model_linearity.LinearityMeasure method) (alibi.confidence.TrustScore method) (alibi.confidence.trustscore.TrustScore method) (alibi.explainers.anchors.anchor_tabular.AnchorTabular method) (alibi.explainers.anchors.anchor_tabular_distributed.DistributedAnchorTabular method) (alibi.explainers.AnchorTabular method) (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.cfrl_base.CounterfactualRL method) (alibi.explainers.cfrl_tabular.CounterfactualRLTabular method) (alibi.explainers.Counterfactual method) (alibi.explainers.counterfactual.Counterfactual method) (alibi.explainers.CounterfactualProto method) (alibi.explainers.CounterfactualRL method) (alibi.explainers.CounterfactualRLTabular method) (alibi.explainers.DistributedAnchorTabular method) (alibi.explainers.GradientSimilarity method) (alibi.explainers.KernelShap method) (alibi.explainers.shap_wrappers.KernelShap method) (alibi.explainers.shap_wrappers.TreeShap method) (alibi.explainers.similarity.base.BaseSimilarityExplainer method) (alibi.explainers.similarity.grad.GradientSimilarity method) (alibi.explainers.TreeShap method) (alibi.models.pytorch.model.Model method) (alibi.prototypes.ProtoSelect method) (alibi.prototypes.protoselect.ProtoSelect method)

FitMixin (class in alibi.api.interfaces) forward() (alibi.models.pytorch.actor_critic.Actor method) (alibi.models.pytorch.actor_critic.Critic method) (alibi.models.pytorch.autoencoder.AE method) (alibi.models.pytorch.autoencoder.HeAE method) (alibi.models.pytorch.cfrl_models.ADULTDecoder method) (alibi.models.pytorch.cfrl_models.ADULTEncoder method) (alibi.models.pytorch.cfrl_models.MNISTClassifier method) (alibi.models.pytorch.cfrl_models.MNISTDecoder method) (alibi.models.pytorch.cfrl_models.MNISTEncoder method) Framework (class in alibi.utils.frameworks) from_disk() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) from_json() (alibi.api.interfaces.Explanation class method)

G

gauss_legendre_builders() (in module alibi.utils.approximation_methods) GaussianRBF (class in alibi.utils.kernel) GaussianRBFDistance (class in alibi.utils.kernel) gen_category_map() (in module alibi.utils) (in module alibi.utils.data) generate_categorical_condition() (in module alibi.explainers.backends.cfrl_tabular) generate_cf() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) generate_condition() (in module alibi.explainers.backends.cfrl_tabular) generate_empty_condition() (in module alibi.explainers.backends.cfrl_base) generate_numerical_condition() (in module alibi.explainers.backends.cfrl_tabular) generate_superpixels() (alibi.explainers.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImageSampler method) get_actor() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) get_anchor_metadata() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) get_categorical_conditional_vector() (in module alibi.explainers.backends.cfrl_tabular) get_classification_reward() (in module alibi.explainers.backends.cfrl_base) get_conditional_dim() (in module alibi.explainers.backends.cfrl_tabular) get_conditional_vector() (in module alibi.explainers.backends.cfrl_tabular) get_critic() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base)

get_device() (in module alibi.explainers.backends.pytorch.cfrl_base) get_explanation() (alibi.explainers.shap_wrappers.KernelExplainerWrapper method) (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.distributed.PoolCollection method) (alibi.utils.DistributedExplainer method) get_features_index() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) get_gradients() (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.CounterfactualProto method) get_hard_distribution() (in module alibi.explainers.backends.cfrl_base) get_he_preprocessor() (in module alibi.explainers.backends.cfrl_tabular) get_init_stats() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) get_next() (alibi.utils.distributed.ActorPool method) get_next_unordered() (alibi.utils.distributed.ActorPool method) get_numerical_conditional_vector() (in module alibi.explainers.backends.cfrl_tabular) get_optimizer() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) get_percentiles() (alibi.utils.discretizer.Discretizer static method) get_quantiles() (in module alibi.explainers.ale) get_sample_ids() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) get_statistics() (in module alibi.explainers.backends.cfrl_tabular) GradientSimilarity (class in alibi.explainers) (class in alibi.explainers.similarity.grad)

H

handle_unk_features() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) has_next() (alibi.utils.distributed.ActorPool method) head_tail_split() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method)

HeAE (class in alibi.models.pytorch.autoencoder) (class in alibi.models.tensorflow.autoencoder) heat_map (alibi.utils.visualization.ImageVisualizationMethod attribute) heatmap() (in module alibi.utils.visualization)

I

identity_function() (in module alibi.explainers.backends.cfrl_base) ImageVisualizationMethod (class in alibi.utils.visualization) import_optional() (in module alibi.utils.missing_optional_dependency) IMPORTANCE (alibi.explainers.pd_variance.Method attribute) INDIVIDUAL (alibi.explainers.partial_dependence.Kind attribute) infer_feature_range() (in module alibi.confidence.model_linearity) initialize_actor_critic() (in module alibi.explainers.backends.tensorflow.cfrl_base) initialize_optimizer() (in module alibi.explainers.backends.tensorflow.cfrl_base) initialize_optimizers() (in module alibi.explainers.backends.tensorflow.cfrl_base) instance_label (alibi.explainers.anchors.anchor_tabular.AnchorTabular attribute) (alibi.explainers.anchors.anchor_tabular.TabularSampler attribute) (alibi.explainers.AnchorTabular attribute) IntegratedGradients (class in alibi.explainers) (class in alibi.explainers.integrated_gradients)

INTERACTION (alibi.explainers.pd_variance.Method attribute) invert_permutation() (in module alibi.utils.distributed) is_punctuation() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) is_stop_word() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) is_subword_prefix() (alibi.utils.BertBaseUncased method) (alibi.utils.DistilbertBaseUncased method) (alibi.utils.lang_model.BertBaseUncased method) (alibi.utils.lang_model.DistilbertBaseUncased method) (alibi.utils.lang_model.LanguageModel method) (alibi.utils.lang_model.RobertaBase method) (alibi.utils.LanguageModel method) (alibi.utils.RobertaBase method) issorted() (in module alibi.tests.utils)

K

KERNEL_SHAP_PARAMS (in module alibi.api.defaults) KernelExplainerWrapper (class in alibi.explainers.shap_wrappers) KernelShap (class in alibi.explainers) (class in alibi.explainers.shap_wrappers)

Kind (class in alibi.explainers.partial_dependence) (class in alibi.explainers.permutation_importance) kl_bernoulli() (in module alibi.utils.distributions) kllucb() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method)

L

l0_ohe() (in module alibi.explainers.backends.pytorch.cfrl_tabular) (in module alibi.explainers.backends.tensorflow.cfrl_tabular) l1_loss() (in module alibi.explainers.backends.pytorch.cfrl_tabular) (in module alibi.explainers.backends.tensorflow.cfrl_tabular) LanguageModel (class in alibi.utils) (class in alibi.utils.lang_model) LanguageModelSampler (class in alibi.explainers.anchors.language_model_text_sampler) LayerState (class in alibi.explainers.integrated_gradients) left (alibi.utils.approximation_methods.Riemann attribute) linearity_measure() (in module alibi.confidence) (in module alibi.confidence.model_linearity) LinearityMeasure (class in alibi.confidence) (class in alibi.confidence.model_linearity) load() (alibi.api.interfaces.Explainer class method) (alibi.api.interfaces.Summariser class method) (alibi.explainers.cfrl_base.CounterfactualRL class method) (alibi.explainers.CounterfactualRL class method)

load_cats() (in module alibi.datasets) (in module alibi.datasets.default) load_explainer() (in module alibi.saving) load_model() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) load_spacy_lexeme_prob() (in module alibi.explainers.anchors.text_samplers) load_weights() (alibi.models.pytorch.model.Model method) loss_fn() (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.CounterfactualProto method) LOSS_FNS (in module alibi.explainers.permutation_importance) LossContainer (class in alibi.models.pytorch.metrics)

M

map() (alibi.utils.distributed.ActorPool method) map_unordered() (alibi.utils.distributed.ActorPool method) mask (alibi.utils.BertBaseUncased property) (alibi.utils.DistilbertBaseUncased property) (alibi.utils.lang_model.BertBaseUncased property) (alibi.utils.lang_model.DistilbertBaseUncased property) (alibi.utils.lang_model.LanguageModel property) (alibi.utils.lang_model.RobertaBase property) (alibi.utils.LanguageModel property) (alibi.utils.RobertaBase property) mask_id (alibi.utils.lang_model.LanguageModel property) (alibi.utils.LanguageModel property) masked_image (alibi.utils.visualization.ImageVisualizationMethod attribute) max_num_tokens (alibi.utils.lang_model.LanguageModel property) (alibi.utils.LanguageModel property) MEAN (alibi.models.pytorch.metrics.Reduction attribute) meta (alibi.api.interfaces.Base attribute) (alibi.api.interfaces.Explanation attribute) (alibi.explainers.anchors.anchor_tabular.AnchorTabular attribute) (alibi.explainers.anchors.anchor_text.AnchorText attribute) methdispatch() (in module alibi.utils.wrappers) Method (class in alibi.explainers.pd_variance) (class in alibi.explainers.permutation_importance) Metric (class in alibi.models.pytorch.metrics) middle (alibi.utils.approximation_methods.Riemann attribute) minimum_satisfied() (in module alibi.explainers.ale) MissingDependency (class in alibi.utils.missing_optional_dependency) MNISTClassifier (class in alibi.models.pytorch.cfrl_models) (class in alibi.models.tensorflow.cfrl_models) MNISTDecoder (class in alibi.models.pytorch.cfrl_models) (class in alibi.models.tensorflow.cfrl_models) MNISTEncoder (class in alibi.models.pytorch.cfrl_models) (class in alibi.models.tensorflow.cfrl_models) MockPredictor (class in alibi.tests.utils) model (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) (alibi.utils.lang_model.BertBaseUncased attribute) (alibi.utils.lang_model.DistilbertBaseUncased attribute) (alibi.utils.lang_model.LanguageModel attribute) (alibi.utils.lang_model.RobertaBase attribute) (alibi.utils.LanguageModel attribute) Model (class in alibi.models.pytorch.model) module alibi alibi.api alibi.api.defaults alibi.api.interfaces alibi.confidence alibi.confidence.model_linearity alibi.confidence.trustscore alibi.datasets alibi.datasets.default alibi.datasets.tensorflow alibi.exceptions alibi.explainers alibi.explainers.ale alibi.explainers.anchors alibi.explainers.anchors.anchor_base alibi.explainers.anchors.anchor_explanation alibi.explainers.anchors.anchor_image alibi.explainers.anchors.anchor_tabular alibi.explainers.anchors.anchor_tabular_distributed alibi.explainers.anchors.anchor_text alibi.explainers.anchors.language_model_text_sampler alibi.explainers.anchors.text_samplers alibi.explainers.backends alibi.explainers.backends.cfrl_base alibi.explainers.backends.cfrl_tabular alibi.explainers.backends.pytorch alibi.explainers.backends.pytorch.cfrl_base alibi.explainers.backends.pytorch.cfrl_tabular alibi.explainers.backends.tensorflow alibi.explainers.backends.tensorflow.cfrl_base alibi.explainers.backends.tensorflow.cfrl_tabular alibi.explainers.cem alibi.explainers.cfproto alibi.explainers.cfrl_base alibi.explainers.cfrl_tabular alibi.explainers.counterfactual alibi.explainers.integrated_gradients alibi.explainers.partial_dependence alibi.explainers.pd_variance alibi.explainers.permutation_importance alibi.explainers.shap_wrappers alibi.explainers.similarity alibi.explainers.similarity.backends alibi.explainers.similarity.backends.pytorch alibi.explainers.similarity.backends.pytorch.base alibi.explainers.similarity.backends.tensorflow alibi.explainers.similarity.backends.tensorflow.base alibi.explainers.similarity.base alibi.explainers.similarity.grad alibi.explainers.similarity.metrics alibi.models alibi.models.pytorch alibi.models.pytorch.actor_critic alibi.models.pytorch.autoencoder alibi.models.pytorch.cfrl_models alibi.models.pytorch.metrics alibi.models.pytorch.model alibi.models.tensorflow alibi.models.tensorflow.actor_critic alibi.models.tensorflow.autoencoder alibi.models.tensorflow.cfrl_models alibi.prototypes alibi.prototypes.protoselect alibi.saving alibi.tests alibi.tests.utils alibi.utils alibi.utils.approximation_methods alibi.utils.data alibi.utils.discretizer alibi.utils.distance alibi.utils.distributed alibi.utils.distributions alibi.utils.download alibi.utils.frameworks alibi.utils.gradients alibi.utils.kernel alibi.utils.lang_model alibi.utils.mapping alibi.utils.missing_optional_dependency alibi.utils.tf alibi.utils.visualization alibi.utils.wrappers alibi.version

multidim_scaling() (in module alibi.utils.distance) mvdm() (in module alibi.utils.distance)

N

names() (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) negative (alibi.utils.visualization.VisualizeSign attribute) Neighbors (class in alibi.explainers.anchors.text_samplers) neighbors() (alibi.explainers.anchors.text_samplers.Neighbors method) NON_SERIALIZABLE (alibi.explainers.integrated_gradients.LayerState attribute)

NormalActionNoise (class in alibi.explainers.cfrl_base) not_raises() (in module alibi.tests.utils) NotFittedError num_grad_batch() (in module alibi.utils.gradients) num_to_ord() (in module alibi.utils.mapping) NumpyEncoder (class in alibi.saving)

O

ohe_to_ord() (in module alibi.utils) (in module alibi.utils.mapping) ohe_to_ord_shape() (in module alibi.utils.mapping) on_epoch_end() (alibi.explainers.backends.tensorflow.cfrl_base.TfCounterfactualRLDataset method) one_hot_grad() (in module alibi.utils.tf) ord_to_num() (in module alibi.utils.mapping)

ord_to_ohe() (in module alibi.utils) (in module alibi.utils.mapping) order_result() (in module alibi.utils.distributed) original_image (alibi.utils.visualization.ImageVisualizationMethod attribute) overlay_mask() (alibi.explainers.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImage method)

P

PartialDependence (class in alibi.explainers) (class in alibi.explainers.partial_dependence) PartialDependenceBase (class in alibi.explainers.partial_dependence) PartialDependenceVariance (class in alibi.explainers) (class in alibi.explainers.pd_variance) PermutationImportance (class in alibi.explainers) (class in alibi.explainers.permutation_importance) perturb() (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (in module alibi.utils.gradients) perturb_sentence() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) perturb_sentence_similarity() (alibi.explainers.anchors.text_samplers.SimilaritySampler method) perturbation (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) perturbation() (alibi.explainers.anchors.anchor_image.AnchorImageSampler method) (alibi.explainers.anchors.anchor_tabular.TabularSampler method) plot_ale() (in module alibi.explainers) (in module alibi.explainers.ale) plot_pd() (in module alibi.explainers) (in module alibi.explainers.partial_dependence) plot_pd_variance() (in module alibi.explainers) (in module alibi.explainers.pd_variance)

plot_permutation_importance() (in module alibi.explainers) (in module alibi.explainers.permutation_importance) PoolCollection (class in alibi.utils.distributed) positive (alibi.utils.visualization.VisualizeSign attribute) Postprocessing (class in alibi.explainers.cfrl_base) precision() (alibi.explainers.anchors.anchor_explanation.AnchorExplanation method) predict() (alibi.tests.utils.MockPredictor method) predict_batch_lm() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) predict_batches() (alibi.explainers.backends.cfrl_base.CounterfactualRLDataset static method) predictor (alibi.explainers.anchors.anchor_tabular.AnchorTabular property) (alibi.explainers.AnchorTabular property) Predictor (class in alibi.utils.wrappers) PredictorCallError PredictorReturnTypeError propose_anchors() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) ProtoSelect (class in alibi.prototypes) (class in alibi.prototypes.protoselect) PtCounterfactualRLDataset (class in alibi.explainers.backends.pytorch.cfrl_base) PYTORCH (alibi.utils.frameworks.Framework attribute)

R

R_tilde (alibi.explainers.cfrl_base.ReplayBuffer attribute) rank_by_importance() (in module alibi.explainers.shap_wrappers) RATIO (alibi.explainers.permutation_importance.Kind attribute) Reduction (class in alibi.models.pytorch.metrics) REGRESSION (alibi.explainers.similarity.grad.Task attribute) remote_explainer_index (alibi.utils.distributed.PoolCollection property) RemoteSampler (class in alibi.explainers.anchors.anchor_tabular_distributed) replace_features() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) ReplayBuffer (class in alibi.explainers.cfrl_base) reset() (alibi.models.pytorch.metrics.LossContainer method) (alibi.models.pytorch.metrics.Metric method) reset_predictor() (alibi.api.interfaces.Explainer method) (alibi.explainers.ALE method) (alibi.explainers.ale.ALE method) (alibi.explainers.AnchorImage method) (alibi.explainers.anchors.anchor_image.AnchorImage method) (alibi.explainers.anchors.anchor_tabular.AnchorTabular method) (alibi.explainers.anchors.anchor_tabular_distributed.DistributedAnchorTabular method) (alibi.explainers.anchors.anchor_text.AnchorText method) (alibi.explainers.AnchorTabular method) (alibi.explainers.AnchorText method) (alibi.explainers.CEM method) (alibi.explainers.cem.CEM method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.cfrl_base.CounterfactualRL method) (alibi.explainers.Counterfactual method) (alibi.explainers.counterfactual.Counterfactual method) (alibi.explainers.CounterfactualProto method) (alibi.explainers.CounterfactualRL method) (alibi.explainers.DistributedAnchorTabular method) (alibi.explainers.integrated_gradients.IntegratedGradients method) (alibi.explainers.IntegratedGradients method) (alibi.explainers.KernelShap method) (alibi.explainers.partial_dependence.PartialDependenceBase method) (alibi.explainers.permutation_importance.PermutationImportance method) (alibi.explainers.PermutationImportance method) (alibi.explainers.shap_wrappers.KernelShap method) (alibi.explainers.shap_wrappers.TreeShap method) (alibi.explainers.similarity.base.BaseSimilarityExplainer method) (alibi.explainers.TreeShap method)

ResourceError result() (alibi.models.pytorch.metrics.LossContainer method) (alibi.models.pytorch.metrics.Metric method) return_attribute() (alibi.explainers.shap_wrappers.KernelExplainerWrapper method) (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.DistributedExplainer method) Riemann (class in alibi.utils.approximation_methods) riemann_builders() (in module alibi.utils.approximation_methods) right (alibi.utils.approximation_methods.Riemann attribute) RobertaBase (class in alibi.utils) (class in alibi.utils.lang_model) round_grad() (in module alibi.utils.tf)

S

sample() (alibi.explainers.cfrl_base.ReplayBuffer method) (in module alibi.explainers.backends.cfrl_tabular) sample_categorical() (in module alibi.explainers.backends.cfrl_tabular) sample_differentiable() (in module alibi.explainers.backends.pytorch.cfrl_tabular) (in module alibi.explainers.backends.tensorflow.cfrl_tabular) sample_numerical() (in module alibi.explainers.backends.cfrl_tabular) sampler() (alibi.explainers.anchors.anchor_text.AnchorText method) (alibi.explainers.AnchorText method) samplers (alibi.explainers.anchors.anchor_tabular.AnchorTabular attribute) SampleTabularPostprocessing (class in alibi.explainers.cfrl_tabular) SAMPLING_LANGUAGE_MODEL (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) SAMPLING_SIMILARITY (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) SAMPLING_UNKNOWN (alibi.explainers.anchors.anchor_text.AnchorText attribute) (alibi.explainers.AnchorText attribute) save() (alibi.api.interfaces.Explainer method) (alibi.api.interfaces.Summariser method) (alibi.explainers.cfrl_base.CounterfactualRL method) (alibi.explainers.CounterfactualRL method) save_explainer() (in module alibi.saving) save_model() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) save_weights() (alibi.models.pytorch.model.Model method) scale_image() (in module alibi.explainers.anchors.anchor_image) score() (alibi.confidence.LinearityMeasure method) (alibi.confidence.model_linearity.LinearityMeasure method) (alibi.confidence.TrustScore method) (alibi.confidence.trustscore.TrustScore method) (alibi.explainers.cfproto.CounterfactualProto method) (alibi.explainers.CounterfactualProto method) SCORE_FNS (in module alibi.explainers.permutation_importance) seed() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) select_critical_arms() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) select_word() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) SerializationError set_actor_index() (alibi.utils.distributed.DistributedExplainer method) (alibi.utils.DistributedExplainer method)

set_data_type() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) (alibi.explainers.anchors.text_samplers.SimilaritySampler method) (alibi.explainers.anchors.text_samplers.UnknownSampler method) set_instance_label() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_tabular_distributed.RemoteSampler method) set_n_covered() (alibi.explainers.anchors.anchor_tabular.TabularSampler method) (alibi.explainers.anchors.anchor_tabular_distributed.RemoteSampler method) set_seed() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) set_text() (alibi.explainers.anchors.language_model_text_sampler.LanguageModelSampler method) (alibi.explainers.anchors.text_samplers.AnchorTextSampler method) (alibi.explainers.anchors.text_samplers.SimilaritySampler method) (alibi.explainers.anchors.text_samplers.UnknownSampler method) sigma (alibi.utils.kernel.GaussianRBF property) SimilaritySampler (class in alibi.explainers.anchors.text_samplers) spacy_model() (in module alibi.utils) (in module alibi.utils.download) sparsity_loss() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.pytorch.cfrl_tabular) (in module alibi.explainers.backends.tensorflow.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_tabular) split_ohe() (in module alibi.explainers.backends.cfrl_tabular) squared_pairwise_distance() (in module alibi.utils.distance) submit() (alibi.utils.distributed.ActorPool method) SUBWORD_PREFIX (alibi.utils.BertBaseUncased attribute) (alibi.utils.DistilbertBaseUncased attribute) (alibi.utils.lang_model.BertBaseUncased attribute) (alibi.utils.lang_model.DistilbertBaseUncased attribute) (alibi.utils.lang_model.LanguageModel attribute) (alibi.utils.lang_model.RobertaBase attribute) (alibi.utils.LanguageModel attribute) (alibi.utils.RobertaBase attribute) SUM (alibi.models.pytorch.metrics.Reduction attribute) sum_categories() (in module alibi.explainers.shap_wrappers) summarise() (alibi.api.interfaces.Summariser method) (alibi.prototypes.ProtoSelect method) (alibi.prototypes.protoselect.ProtoSelect method) Summariser (class in alibi.api.interfaces) SUPPORTED_RIEMANN_METHODS (in module alibi.utils.approximation_methods)

T

TabularSampler (class in alibi.explainers.anchors.anchor_tabular) Task (class in alibi.explainers.similarity.grad) TENSORFLOW (alibi.utils.frameworks.Framework attribute) test_step() (alibi.models.pytorch.model.Model method) TfCounterfactualRLDataset (class in alibi.explainers.backends.tensorflow.cfrl_base) to_disk() (alibi.utils.lang_model.LanguageModel method) (alibi.utils.LanguageModel method) to_json() (alibi.api.interfaces.Explanation method) to_numpy() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) to_sample() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam static method) to_tensor() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base)

tokenizer (alibi.utils.lang_model.BertBaseUncased attribute) (alibi.utils.lang_model.DistilbertBaseUncased attribute) (alibi.utils.lang_model.LanguageModel attribute) (alibi.utils.lang_model.RobertaBase attribute) (alibi.utils.LanguageModel attribute) train_step() (alibi.models.pytorch.model.Model method) trapezoid (alibi.utils.approximation_methods.Riemann attribute) TREE_SHAP_PARAMS (in module alibi.api.defaults) TreePartialDependence (class in alibi.explainers) (class in alibi.explainers.partial_dependence) TreeShap (class in alibi.explainers) (class in alibi.explainers.shap_wrappers) TrustScore (class in alibi.confidence) (class in alibi.confidence.trustscore)

U

UNK (alibi.explainers.anchors.text_samplers.UnknownSampler attribute) UnknownSampler (class in alibi.explainers.anchors.text_samplers) UNSPECIFIED (alibi.explainers.integrated_gradients.LayerState attribute)

update_actor_critic() (in module alibi.explainers.backends.pytorch.cfrl_base) (in module alibi.explainers.backends.tensorflow.cfrl_base) update_state() (alibi.explainers.anchors.anchor_base.AnchorBaseBeam method) (alibi.models.pytorch.metrics.Metric method)

V

validate_prediction_labels() (alibi.models.pytorch.model.Model method) visualize_image_attr() (in module alibi.utils) (in module alibi.utils.visualization)

visualize_image_prototypes() (in module alibi.prototypes) (in module alibi.prototypes.protoselect) VisualizeSign (class in alibi.utils.visualization)

X

X (alibi.explainers.cfrl_base.ReplayBuffer attribute)

Y

Y_m (alibi.explainers.cfrl_base.ReplayBuffer attribute)

Y_t (alibi.explainers.cfrl_base.ReplayBuffer attribute)

Z

Z (alibi.explainers.cfrl_base.ReplayBuffer attribute)

Z_cf_tilde (alibi.explainers.cfrl_base.ReplayBuffer attribute)