Getting Started
User Guide
API reference
Examples
Release history
About us
GitHub
Index
A
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B
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C
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D
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E
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F
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G
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I
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K
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M
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N
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O
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P
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R
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S
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T
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V
A
ADASYN (class in imblearn.over_sampling)
AllKNN (class in imblearn.under_sampling)
apply() (imblearn.ensemble.BalancedRandomForestClassifier method)
B
balanced_batch_generator() (in module imblearn.keras)
(in module imblearn.tensorflow)
BalancedBaggingClassifier (class in imblearn.ensemble)
BalancedBatchGenerator (class in imblearn.keras)
BalancedRandomForestClassifier (class in imblearn.ensemble)
base_estimator_ (imblearn.ensemble.BalancedBaggingClassifier property)
(imblearn.ensemble.BalancedRandomForestClassifier property)
(imblearn.ensemble.EasyEnsembleClassifier property)
(imblearn.ensemble.RUSBoostClassifier property)
BorderlineSMOTE (class in imblearn.over_sampling)
C
check_neighbors_object() (in module imblearn.utils)
check_sampling_strategy() (in module imblearn.utils)
check_target_type() (in module imblearn.utils)
classes_ (imblearn.pipeline.Pipeline property)
classification_report_imbalanced() (in module imblearn.metrics)
ClusterCentroids (class in imblearn.under_sampling)
CondensedNearestNeighbour (class in imblearn.under_sampling)
D
decision_function() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
decision_path() (imblearn.ensemble.BalancedRandomForestClassifier method)
E
EasyEnsembleClassifier (class in imblearn.ensemble)
EditedNearestNeighbours (class in imblearn.under_sampling)
estimator_ (imblearn.ensemble.BalancedBaggingClassifier property)
(imblearn.ensemble.BalancedRandomForestClassifier property)
(imblearn.ensemble.EasyEnsembleClassifier property)
(imblearn.ensemble.RUSBoostClassifier property)
estimators_samples_ (imblearn.ensemble.BalancedBaggingClassifier property)
(imblearn.ensemble.EasyEnsembleClassifier property)
F
feature_importances_ (imblearn.ensemble.BalancedRandomForestClassifier property)
(imblearn.ensemble.RUSBoostClassifier property)
feature_names_in_ (imblearn.pipeline.Pipeline property)
fetch_datasets() (in module imblearn.datasets)
fit() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.FunctionSampler method)
(imblearn.metrics.pairwise.ValueDifferenceMetric method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
fit_predict() (imblearn.pipeline.Pipeline method)
fit_resample() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.FunctionSampler method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
fit_transform() (imblearn.pipeline.Pipeline method)
FunctionSampler (class in imblearn)
G
geometric_mean_score() (in module imblearn.metrics)
get_feature_names_out() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.FunctionSampler method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
get_metadata_routing() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.FunctionSampler method)
(imblearn.metrics.pairwise.ValueDifferenceMetric method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
get_params() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.FunctionSampler method)
(imblearn.metrics.pairwise.ValueDifferenceMetric method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
I
imblearn.combine
module
imblearn.datasets
module
imblearn.ensemble
module
imblearn.keras
module
imblearn.metrics
module
imblearn.metrics.pairwise
module
imblearn.over_sampling
module
imblearn.pipeline
module
imblearn.tensorflow
module
imblearn.under_sampling
module
imblearn.under_sampling._prototype_generation
module
imblearn.under_sampling._prototype_selection
module
imblearn.utils
module
imblearn.utils.estimator_checks
module
InstanceHardnessThreshold (class in imblearn.under_sampling)
inverse_transform() (imblearn.pipeline.Pipeline method)
is_tomek() (imblearn.under_sampling.TomekLinks static method)
K
KMeansSMOTE (class in imblearn.over_sampling)
M
macro_averaged_mean_absolute_error() (in module imblearn.metrics)
make_imbalance() (in module imblearn.datasets)
make_index_balanced_accuracy() (in module imblearn.metrics)
make_pipeline() (in module imblearn.pipeline)
module
imblearn.combine
imblearn.datasets
imblearn.ensemble
imblearn.keras
imblearn.metrics
imblearn.metrics.pairwise
imblearn.over_sampling
imblearn.pipeline
imblearn.tensorflow
imblearn.under_sampling
imblearn.under_sampling._prototype_generation
imblearn.under_sampling._prototype_selection
imblearn.utils
imblearn.utils.estimator_checks
N
n_features_ (imblearn.ensemble.BalancedBaggingClassifier property)
(imblearn.ensemble.BalancedRandomForestClassifier property)
(imblearn.ensemble.EasyEnsembleClassifier property)
n_features_in_ (imblearn.pipeline.Pipeline property)
named_steps (imblearn.pipeline.Pipeline property)
NearMiss (class in imblearn.under_sampling)
NeighbourhoodCleaningRule (class in imblearn.under_sampling)
O
ohe_ (imblearn.over_sampling.SMOTENC property)
OneSidedSelection (class in imblearn.under_sampling)
P
pairwise() (imblearn.metrics.pairwise.ValueDifferenceMetric method)
parametrize_with_checks() (in module imblearn.utils.estimator_checks)
Pipeline (class in imblearn.pipeline)
predict() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
predict_log_proba() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
predict_proba() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
R
RandomOverSampler (class in imblearn.over_sampling)
RandomUnderSampler (class in imblearn.under_sampling)
RepeatedEditedNearestNeighbours (class in imblearn.under_sampling)
RUSBoostClassifier (class in imblearn.ensemble)
S
score() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
score_samples() (imblearn.pipeline.Pipeline method)
sensitivity_score() (in module imblearn.metrics)
sensitivity_specificity_support() (in module imblearn.metrics)
set_fit_request() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
set_output() (imblearn.pipeline.Pipeline method)
set_params() (imblearn.combine.SMOTEENN method)
(imblearn.combine.SMOTETomek method)
(imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.FunctionSampler method)
(imblearn.metrics.pairwise.ValueDifferenceMetric method)
(imblearn.over_sampling.ADASYN method)
(imblearn.over_sampling.BorderlineSMOTE method)
(imblearn.over_sampling.KMeansSMOTE method)
(imblearn.over_sampling.RandomOverSampler method)
(imblearn.over_sampling.SMOTE method)
(imblearn.over_sampling.SMOTEN method)
(imblearn.over_sampling.SMOTENC method)
(imblearn.over_sampling.SVMSMOTE method)
(imblearn.pipeline.Pipeline method)
(imblearn.under_sampling.AllKNN method)
(imblearn.under_sampling.ClusterCentroids method)
(imblearn.under_sampling.CondensedNearestNeighbour method)
(imblearn.under_sampling.EditedNearestNeighbours method)
(imblearn.under_sampling.InstanceHardnessThreshold method)
(imblearn.under_sampling.NearMiss method)
(imblearn.under_sampling.NeighbourhoodCleaningRule method)
(imblearn.under_sampling.OneSidedSelection method)
(imblearn.under_sampling.RandomUnderSampler method)
(imblearn.under_sampling.RepeatedEditedNearestNeighbours method)
(imblearn.under_sampling.TomekLinks method)
set_score_request() (imblearn.ensemble.BalancedBaggingClassifier method)
(imblearn.ensemble.BalancedRandomForestClassifier method)
(imblearn.ensemble.EasyEnsembleClassifier method)
(imblearn.ensemble.RUSBoostClassifier method)
(imblearn.pipeline.Pipeline method)
SMOTE (class in imblearn.over_sampling)
SMOTEENN (class in imblearn.combine)
SMOTEN (class in imblearn.over_sampling)
SMOTENC (class in imblearn.over_sampling)
SMOTETomek (class in imblearn.combine)
specificity_score() (in module imblearn.metrics)
staged_decision_function() (imblearn.ensemble.RUSBoostClassifier method)
staged_predict() (imblearn.ensemble.RUSBoostClassifier method)
staged_predict_proba() (imblearn.ensemble.RUSBoostClassifier method)
staged_score() (imblearn.ensemble.RUSBoostClassifier method)
SVMSMOTE (class in imblearn.over_sampling)
T
TomekLinks (class in imblearn.under_sampling)
transform() (imblearn.pipeline.Pipeline method)
V
ValueDifferenceMetric (class in imblearn.metrics.pairwise)