Index

_

__contains__() (wildboar.datasets._repository.RepositoryCollection method) (wildboar.explain.counterfactual._sf.PredictionPaths method) __getitem__() (wildboar.datasets._repository.RepositoryCollection method) (wildboar.explain.counterfactual._sf.PredictionPaths method) __iter__() (wildboar.datasets._repository.RepositoryCollection method)

__repr__() (wildboar.model_selection._cv.RepeatedOutlierSplit method) (wildboar.model_selection.outlier.RepeatedOutlierSplit method) __version__ (in module wildboar) (in module wildboar.version) __version_tuple__ (in module wildboar.version)

A

append() (wildboar.datasets._repository.RepositoryCollection method) apply() (wildboar.ensemble._ensemble.ShapeletForestMixin method) (wildboar.tree._tree.BaseShapeletTree method)

ArffBundle (class in wildboar.datasets) (class in wildboar.datasets._repository)

B

BaseCounterfactual (class in wildboar.explain.counterfactual.base) BaseShapeletForestClassifier (class in wildboar.ensemble._ensemble) BaseShapeletForestRegressor (class in wildboar.ensemble._ensemble)

BaseShapeletTree (class in wildboar.tree._tree) Bundle (class in wildboar.datasets) (class in wildboar.datasets._repository)

C

candidates() (wildboar.explain.counterfactual._sf.ShapeletForestCounterfactual method) (wildboar.explain.counterfactual.ShapeletForestCounterfactual method) class_index (wildboar.datasets._repository.Bundle attribute) (wildboar.datasets.Bundle attribute) classes_ (wildboar.explain.counterfactual._proto.PrototypeCounterfactual attribute) (wildboar.explain.counterfactual.PrototypeCounterfactual attribute) (wildboar.tree._tree.ShapeletTreeClassifier attribute) (wildboar.tree.ShapeletTreeClassifier attribute)

clear_cache() (in module wildboar.datasets) (wildboar.datasets._repository.Repository method) (wildboar.datasets.Repository method) confusion_estimator_ (wildboar.datasets.outlier.EmmottLabeler attribute) counterfactuals() (in module wildboar.explain.counterfactual)

D

decision_function() (wildboar.ensemble._ensemble.IsolationShapeletForest method) (wildboar.ensemble._ensemble.ShapeletForestMixin method) (wildboar.ensemble.IsolationShapeletForest method) (wildboar.linear_model._kernel_logistic.KernelLogisticRegression method) (wildboar.linear_model.KernelLogisticRegression method) decision_path() (wildboar.tree._tree.BaseShapeletTree method) DEFAULT_TAG (in module wildboar.datasets._repository) DensityLabeler (class in wildboar.datasets.outlier) description (wildboar.datasets._repository.Bundle attribute) (wildboar.datasets.Bundle attribute) difficulty_estimator_ (wildboar.datasets.outlier.EmmottLabeler attribute)

distance() (in module wildboar.distance) download_url (wildboar.datasets._repository.JSONRepository property) (wildboar.datasets._repository.Repository property) (wildboar.datasets.JSONRepository property) (wildboar.datasets.Repository property) dtw_alignment() (in module wildboar.distance.dtw) dtw_distance() (in module wildboar.distance.dtw) dtw_envelop() (in module wildboar.distance.dtw) dtw_lb_keogh() (in module wildboar.distance.dtw) dtw_mapping() (in module wildboar.distance.dtw) dtw_pairwise_distance() (in module wildboar.distance.dtw) DynamicTimeWarpTransform (class in wildboar.explain.counterfactual._proto)

E

EmmottLabeler (class in wildboar.datasets.outlier) estimator_ (wildboar.explain.counterfactual._proto.PrototypeCounterfactual attribute) (wildboar.explain.counterfactual.PrototypeCounterfactual attribute) euclidean_distance (in module wildboar.explain.counterfactual._sf) EuclideanTransform (class in wildboar.explain.counterfactual._proto) explainer_ (wildboar.explain.counterfactual._nn.KNeighborsCounterfactual attribute) (wildboar.explain.counterfactual.KNeighborsCounterfactual attribute)

ExtraShapeletTreeClassifier (class in wildboar.tree) (class in wildboar.tree._tree) ExtraShapeletTreeRegressor (class in wildboar.tree) (class in wildboar.tree._tree) ExtraShapeletTreesClassifier (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble) ExtraShapeletTreesRegressor (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble)

F

fit() (wildboar.datasets.outlier.DensityLabeler method) (wildboar.datasets.outlier.EmmottLabeler method) (wildboar.datasets.outlier.KMeansLabeler method) (wildboar.datasets.outlier.MajorityLabeler method) (wildboar.datasets.outlier.MinorityLabeler method) (wildboar.datasets.outlier.OutlierLabeler method) (wildboar.ensemble._ensemble.BaseShapeletForestClassifier method) (wildboar.ensemble._ensemble.BaseShapeletForestRegressor method) (wildboar.ensemble._ensemble.IsolationShapeletForest method) (wildboar.ensemble._ensemble.ShapeletForestEmbedding method) (wildboar.ensemble.IsolationShapeletForest method) (wildboar.ensemble.ShapeletForestEmbedding method) (wildboar.explain.counterfactual._nn.KNeighborsCounterfactual method) (wildboar.explain.counterfactual._proto.PrototypeCounterfactual method) (wildboar.explain.counterfactual._sf.ShapeletForestCounterfactual method) (wildboar.explain.counterfactual.base.BaseCounterfactual method) (wildboar.explain.counterfactual.KNeighborsCounterfactual method) (wildboar.explain.counterfactual.PrototypeCounterfactual method) (wildboar.explain.counterfactual.ShapeletForestCounterfactual method) (wildboar.linear_model._kernel_logistic.KernelLogisticRegression method) (wildboar.linear_model.KernelLogisticRegression method) (wildboar.tree._tree.ShapeletTreeClassifier method) (wildboar.tree._tree.ShapeletTreeRegressor method) (wildboar.tree.ShapeletTreeClassifier method) (wildboar.tree.ShapeletTreeRegressor method)

fit_transform() (wildboar.datasets.outlier.DensityLabeler method) (wildboar.datasets.outlier.EmmottLabeler method) (wildboar.datasets.outlier.KMeansLabeler method) (wildboar.datasets.outlier.OutlierLabeler method) (wildboar.ensemble._ensemble.ShapeletForestEmbedding method) (wildboar.ensemble.ShapeletForestEmbedding method)

G

get_bundle() (wildboar.datasets._repository.Repository method) (wildboar.datasets.Repository method) get_bundles() (in module wildboar.datasets) (wildboar.datasets._repository.JSONRepository method) (wildboar.datasets._repository.Repository method) (wildboar.datasets.JSONRepository method) (wildboar.datasets.Repository method)

get_filename() (wildboar.datasets._repository.Bundle method) (wildboar.datasets.Bundle method) get_n_splits() (wildboar.model_selection._cv.RepeatedOutlierSplit method) (wildboar.model_selection.outlier.RepeatedOutlierSplit method) get_repository() (in module wildboar.datasets)

I

install_repository() (in module wildboar.datasets) is_counterfactual() (wildboar.explain.counterfactual._proto.TargetEvaluator method)

IsolationShapeletForest (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble)

J

JSONRepository (class in wildboar.datasets) (class in wildboar.datasets._repository)

K

k_means_ (wildboar.datasets.outlier.KMeansLabeler attribute) KernelLogisticRegression (class in wildboar.linear_model) (class in wildboar.linear_model._kernel_logistic) KMeansLabeler (class in wildboar.datasets.outlier)

KNearestPrototypeSampler (class in wildboar.explain.counterfactual._proto) KNearestShapeletPrototypeSampler (class in wildboar.explain.counterfactual._proto) KNeighborsCounterfactual (class in wildboar.explain.counterfactual) (class in wildboar.explain.counterfactual._nn)

L

list() (wildboar.datasets._repository.Bundle method) (wildboar.datasets.Bundle method) list_bundles() (in module wildboar.datasets) list_datasets() (in module wildboar.datasets) (wildboar.datasets._repository.Repository method) (wildboar.datasets.Repository method) list_repositories() (in module wildboar.datasets) load() (wildboar.datasets._repository.Bundle method) (wildboar.datasets.Bundle method)

load_all_datasets() (in module wildboar.datasets) load_dataset() (in module wildboar.datasets) (wildboar.datasets._repository.Repository method) (wildboar.datasets.Repository method) load_datasets() (in module wildboar.datasets) load_gun_point() (in module wildboar.datasets) load_synthetic_control() (in module wildboar.datasets) load_two_lead_ecg() (in module wildboar.datasets)

M

MajorityLabeler (class in wildboar.datasets.outlier) make_dict_filter() (in module wildboar.datasets._filter) make_filter() (in module wildboar.datasets._filter) make_list_filter() (in module wildboar.datasets._filter) make_str_filter() (in module wildboar.datasets._filter) matches() (in module wildboar.distance) MetricTransform (class in wildboar.explain.counterfactual._proto) MIN_MATCHING_DISTANCE (in module wildboar.explain.counterfactual._sf) MinorityLabeler (class in wildboar.datasets.outlier) module wildboar wildboar.datasets wildboar.datasets._filter wildboar.datasets._repository wildboar.datasets.outlier wildboar.distance wildboar.distance.dtw wildboar.ensemble wildboar.ensemble._ensemble wildboar.explain wildboar.explain.counterfactual wildboar.explain.counterfactual._nn wildboar.explain.counterfactual._proto wildboar.explain.counterfactual._sf wildboar.explain.counterfactual.base wildboar.linear_model wildboar.linear_model._kernel_logistic wildboar.model_selection wildboar.model_selection._cv wildboar.model_selection.outlier wildboar.tree wildboar.tree._tree wildboar.version

move() (wildboar.explain.counterfactual._proto.DynamicTimeWarpTransform method) (wildboar.explain.counterfactual._proto.EuclideanTransform method) (wildboar.explain.counterfactual._proto.KNearestShapeletPrototypeSampler method) (wildboar.explain.counterfactual._proto.MetricTransform method) (wildboar.explain.counterfactual._proto.PrototypeSampler method) (wildboar.explain.counterfactual._proto.ShapeletPrototypeSampler method)

N

n_classes_ (wildboar.datasets.outlier.EmmottLabeler attribute) (wildboar.tree._tree.ShapeletTreeClassifier attribute) (wildboar.tree.ShapeletTreeClassifier attribute) name (wildboar.datasets._repository.Bundle attribute) (wildboar.datasets._repository.JSONRepository property) (wildboar.datasets._repository.Repository property) (wildboar.datasets.Bundle attribute) (wildboar.datasets.JSONRepository property) (wildboar.datasets.Repository property)

nearest_index() (wildboar.explain.counterfactual._proto.KNearestPrototypeSampler method) NpyBundle (class in wildboar.datasets) (class in wildboar.datasets._repository)

O

offset_ (wildboar.ensemble._ensemble.IsolationShapeletForest attribute) (wildboar.ensemble.IsolationShapeletForest attribute) outlier_cluster_ (wildboar.datasets.outlier.KMeansLabeler attribute)

outlier_label_ (wildboar.datasets.outlier.EmmottLabeler attribute) (wildboar.datasets.outlier.MinorityLabeler attribute) outlier_labels_ (wildboar.datasets.outlier.MajorityLabeler attribute) OutlierLabeler (class in wildboar.datasets.outlier)

P

partitions_ (wildboar.explain.counterfactual._proto.PrototypeCounterfactual attribute) (wildboar.explain.counterfactual.PrototypeCounterfactual attribute) paths_ (wildboar.explain.counterfactual._sf.ShapeletForestCounterfactual attribute) (wildboar.explain.counterfactual.ShapeletForestCounterfactual attribute) predict() (wildboar.ensemble._ensemble.BaseShapeletForestClassifier method) (wildboar.ensemble._ensemble.BaseShapeletForestRegressor method) (wildboar.ensemble._ensemble.IsolationShapeletForest method) (wildboar.ensemble.IsolationShapeletForest method) (wildboar.tree._tree.ShapeletTreeClassifier method) (wildboar.tree._tree.ShapeletTreeRegressor method) (wildboar.tree.ShapeletTreeClassifier method) (wildboar.tree.ShapeletTreeRegressor method)

predict_log_proba() (wildboar.ensemble._ensemble.BaseShapeletForestClassifier method) predict_proba() (wildboar.ensemble._ensemble.BaseShapeletForestClassifier method) (wildboar.tree._tree.ShapeletTreeClassifier method) (wildboar.tree.ShapeletTreeClassifier method) PredictEvaluator (class in wildboar.explain.counterfactual._proto) PredictionPaths (class in wildboar.explain.counterfactual._sf) ProbabilityEvaluator (class in wildboar.explain.counterfactual._proto) PrototypeCounterfactual (class in wildboar.explain.counterfactual) (class in wildboar.explain.counterfactual._proto) PrototypeSampler (class in wildboar.explain.counterfactual._proto)

R

refresh() (wildboar.datasets._repository.JSONRepository method) (wildboar.datasets._repository.Repository method) (wildboar.datasets.JSONRepository method) (wildboar.datasets.Repository method)

RepeatedOutlierSplit (class in wildboar.model_selection._cv) (class in wildboar.model_selection.outlier) Repository (class in wildboar.datasets) (class in wildboar.datasets._repository) RepositoryCollection (class in wildboar.datasets._repository)

S

sample() (wildboar.explain.counterfactual._proto.KNearestPrototypeSampler method) (wildboar.explain.counterfactual._proto.KNearestShapeletPrototypeSampler method) (wildboar.explain.counterfactual._proto.PrototypeSampler method) (wildboar.explain.counterfactual._proto.ShapeletPrototypeSampler method) (wildboar.explain.counterfactual._proto.UniformPrototypeSampler method) sample_move() (wildboar.explain.counterfactual._proto.PrototypeSampler method) sample_shapelet() (wildboar.explain.counterfactual._proto.ShapeletPrototypeSampler method) score() (in module wildboar.explain.counterfactual) score_samples() (wildboar.ensemble._ensemble.IsolationShapeletForest method) (wildboar.ensemble.IsolationShapeletForest method) set_cache_dir() (in module wildboar.datasets) ShapeletForestClassifier (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble)

ShapeletForestCounterfactual (class in wildboar.explain.counterfactual) (class in wildboar.explain.counterfactual._sf) ShapeletForestEmbedding (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble) ShapeletForestMixin (class in wildboar.ensemble._ensemble) ShapeletForestRegressor (class in wildboar.ensemble) (class in wildboar.ensemble._ensemble) ShapeletPrototypeSampler (class in wildboar.explain.counterfactual._proto) ShapeletTreeClassifier (class in wildboar.tree) (class in wildboar.tree._tree) ShapeletTreeRegressor (class in wildboar.tree) (class in wildboar.tree._tree) split() (wildboar.model_selection._cv.RepeatedOutlierSplit method) (wildboar.model_selection.outlier.RepeatedOutlierSplit method)

T

target_ (wildboar.explain.counterfactual._proto.PrototypeCounterfactual attribute) (wildboar.explain.counterfactual.PrototypeCounterfactual attribute) TargetEvaluator (class in wildboar.explain.counterfactual._proto) threshold_score() (in module wildboar.model_selection.outlier) train_test_split() (in module wildboar.model_selection.outlier) transform() (wildboar.datasets.outlier.DensityLabeler method) (wildboar.datasets.outlier.EmmottLabeler method) (wildboar.datasets.outlier.KMeansLabeler method) (wildboar.datasets.outlier.MajorityLabeler method) (wildboar.datasets.outlier.MinorityLabeler method) (wildboar.datasets.outlier.OutlierLabeler method) (wildboar.ensemble._ensemble.ShapeletForestEmbedding method) (wildboar.ensemble.ShapeletForestEmbedding method) (wildboar.explain.counterfactual._nn.KNeighborsCounterfactual method) (wildboar.explain.counterfactual._proto.PrototypeCounterfactual method) (wildboar.explain.counterfactual._sf.ShapeletForestCounterfactual method) (wildboar.explain.counterfactual.base.BaseCounterfactual method) (wildboar.explain.counterfactual.KNeighborsCounterfactual method) (wildboar.explain.counterfactual.PrototypeCounterfactual method) (wildboar.explain.counterfactual.ShapeletForestCounterfactual method)

tree_ (wildboar.tree._tree.ExtraShapeletTreeClassifier attribute) (wildboar.tree._tree.ExtraShapeletTreeRegressor attribute) (wildboar.tree._tree.ShapeletTreeClassifier attribute) (wildboar.tree._tree.ShapeletTreeRegressor attribute) (wildboar.tree.ExtraShapeletTreeClassifier attribute) (wildboar.tree.ExtraShapeletTreeRegressor attribute) (wildboar.tree.ShapeletTreeClassifier attribute) (wildboar.tree.ShapeletTreeRegressor attribute) TYPE_CHECKING (in module wildboar.version)

U

UniformPrototypeSampler (class in wildboar.explain.counterfactual._proto)

V

version (in module wildboar.version) (wildboar.datasets._repository.JSONRepository property) (wildboar.datasets._repository.Repository property) (wildboar.datasets.JSONRepository property) (wildboar.datasets.Repository property)

VERSION_TUPLE (in module wildboar.version) version_tuple (in module wildboar.version)

W

wildboar module wildboar.datasets module wildboar.datasets._filter module wildboar.datasets._repository module wildboar.datasets.outlier module wildboar.distance module wildboar.distance.dtw module wildboar.ensemble module wildboar.ensemble._ensemble module wildboar.explain module wildboar.explain.counterfactual module wildboar.explain.counterfactual._nn module wildboar.explain.counterfactual._proto module

wildboar.explain.counterfactual._sf module wildboar.explain.counterfactual.base module wildboar.linear_model module wildboar.linear_model._kernel_logistic module wildboar.model_selection module wildboar.model_selection._cv module wildboar.model_selection.outlier module wildboar.tree module wildboar.tree._tree module wildboar.version module wildboar_requires (wildboar.datasets._repository.JSONRepository property) (wildboar.datasets._repository.Repository property) (wildboar.datasets.JSONRepository property) (wildboar.datasets.Repository property)