aif360
v0.2.3
Modules
aif360.algorithms
aif360.datasets
aif360.explainers
aif360.metrics
aif360
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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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N
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O
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P
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R
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V
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_between_group_generalized_entropy_index() (aif360.metrics.ClassificationMetric method)
A
accuracy() (aif360.metrics.ClassificationMetric method)
AdultDataset (class in aif360.datasets)
AdversarialDebiasing (class in aif360.algorithms.inprocessing)
aif360.algorithms (module)
aif360.algorithms.inprocessing (module)
aif360.algorithms.postprocessing (module)
aif360.algorithms.preprocessing (module)
aif360.datasets (module)
,
[1]
aif360.explainers (module)
aif360.metrics (module)
aif360.metrics.utils (module)
align_datasets() (aif360.datasets.StructuredDataset method)
ARTClassifier (class in aif360.algorithms.inprocessing)
average_abs_odds_difference() (aif360.metrics.ClassificationMetric method)
average_odds_difference() (aif360.metrics.ClassificationMetric method)
B
BankDataset (class in aif360.datasets)
base_rate() (aif360.metrics.BinaryLabelDatasetMetric method)
between_all_groups_coefficient_of_variation() (aif360.metrics.ClassificationMetric method)
between_all_groups_generalized_entropy_index() (aif360.metrics.ClassificationMetric method)
between_all_groups_theil_index() (aif360.metrics.ClassificationMetric method)
between_group_coefficient_of_variation() (aif360.metrics.ClassificationMetric method)
between_group_generalized_entropy_index() (aif360.metrics.ClassificationMetric method)
between_group_theil_index() (aif360.metrics.ClassificationMetric method)
binary_confusion_matrix() (aif360.metrics.ClassificationMetric method)
BinaryLabelDataset (class in aif360.datasets)
BinaryLabelDatasetMetric (class in aif360.metrics)
C
CalibratedEqOddsPostprocessing (class in aif360.algorithms.postprocessing)
ClassificationMetric (class in aif360.metrics)
coefficient_of_variation() (aif360.metrics.ClassificationMetric method)
CompasDataset (class in aif360.datasets)
compute_boolean_conditioning_vector() (in module aif360.metrics.utils)
compute_distance() (in module aif360.metrics.utils)
compute_num_gen_TF_PN() (in module aif360.metrics.utils)
compute_num_instances() (in module aif360.metrics.utils)
compute_num_pos_neg() (in module aif360.metrics.utils)
compute_num_TF_PN() (in module aif360.metrics.utils)
consistency() (aif360.metrics.BinaryLabelDatasetMetric method)
convert_to_dataframe() (aif360.datasets.StructuredDataset method)
copy() (aif360.datasets.Dataset method)
D
Dataset (class in aif360.datasets)
DatasetMetric (class in aif360.metrics)
disparate_impact() (aif360.metrics.BinaryLabelDatasetMetric method)
(aif360.metrics.ClassificationMetric method)
DisparateImpactRemover (class in aif360.algorithms.preprocessing)
E
EqOddsPostprocessing (class in aif360.algorithms.postprocessing)
equal_opportunity_difference() (aif360.metrics.ClassificationMetric method)
error_rate() (aif360.metrics.ClassificationMetric method)
error_rate_difference() (aif360.metrics.ClassificationMetric method)
error_rate_ratio() (aif360.metrics.ClassificationMetric method)
euclidean_distance() (aif360.metrics.SampleDistortionMetric method)
export_dataset() (aif360.datasets.Dataset method)
(aif360.datasets.StructuredDataset method)
F
false_discovery_rate() (aif360.metrics.ClassificationMetric method)
false_discovery_rate_difference() (aif360.metrics.ClassificationMetric method)
false_discovery_rate_ratio() (aif360.metrics.ClassificationMetric method)
false_negative_rate() (aif360.metrics.ClassificationMetric method)
false_negative_rate_difference() (aif360.metrics.ClassificationMetric method)
false_negative_rate_ratio() (aif360.metrics.ClassificationMetric method)
false_omission_rate() (aif360.metrics.ClassificationMetric method)
false_omission_rate_difference() (aif360.metrics.ClassificationMetric method)
false_omission_rate_ratio() (aif360.metrics.ClassificationMetric method)
false_positive_rate() (aif360.metrics.ClassificationMetric method)
false_positive_rate_difference() (aif360.metrics.ClassificationMetric method)
false_positive_rate_ratio() (aif360.metrics.ClassificationMetric method)
feature_names (aif360.datasets.StructuredDataset attribute)
features (aif360.datasets.StructuredDataset attribute)
fit() (aif360.algorithms.inprocessing.AdversarialDebiasing method)
(aif360.algorithms.Transformer method)
(aif360.algorithms.inprocessing.ARTClassifier method)
(aif360.algorithms.inprocessing.MetaFairClassifier method)
(aif360.algorithms.inprocessing.PrejudiceRemover method)
(aif360.algorithms.postprocessing.CalibratedEqOddsPostprocessing method)
(aif360.algorithms.postprocessing.EqOddsPostprocessing method)
(aif360.algorithms.postprocessing.RejectOptionClassification method)
(aif360.algorithms.preprocessing.LFR method)
(aif360.algorithms.preprocessing.OptimPreproc method)
(aif360.algorithms.preprocessing.Reweighing method)
fit_predict() (aif360.algorithms.inprocessing.AdversarialDebiasing method)
(aif360.algorithms.Transformer method)
(aif360.algorithms.inprocessing.ARTClassifier method)
(aif360.algorithms.inprocessing.MetaFairClassifier method)
(aif360.algorithms.inprocessing.PrejudiceRemover method)
(aif360.algorithms.postprocessing.CalibratedEqOddsPostprocessing method)
(aif360.algorithms.postprocessing.EqOddsPostprocessing method)
(aif360.algorithms.postprocessing.RejectOptionClassification method)
fit_transform() (aif360.algorithms.preprocessing.DisparateImpactRemover method)
(aif360.algorithms.Transformer method)
(aif360.algorithms.preprocessing.LFR method)
(aif360.algorithms.preprocessing.OptimPreproc method)
(aif360.algorithms.preprocessing.Reweighing method)
G
generalized_binary_confusion_matrix() (aif360.metrics.ClassificationMetric method)
generalized_entropy_index() (aif360.metrics.ClassificationMetric method)
generalized_false_negative_rate() (aif360.metrics.ClassificationMetric method)
generalized_false_positive_rate() (aif360.metrics.ClassificationMetric method)
generalized_true_negative_rate() (aif360.metrics.ClassificationMetric method)
generalized_true_positive_rate() (aif360.metrics.ClassificationMetric method)
GermanDataset (class in aif360.datasets)
I
ignore_fields (aif360.datasets.StructuredDataset attribute)
import_dataset() (aif360.datasets.StructuredDataset method)
instance_names (aif360.datasets.StructuredDataset attribute)
instance_weights (aif360.datasets.StructuredDataset attribute)
L
label_names (aif360.datasets.StructuredDataset attribute)
labels (aif360.datasets.StructuredDataset attribute)
LFR (class in aif360.algorithms.preprocessing)
M
mahalanobis_distance() (aif360.metrics.SampleDistortionMetric method)
manhattan_distance() (aif360.metrics.SampleDistortionMetric method)
mean_difference() (aif360.metrics.BinaryLabelDatasetMetric method)
mean_euclidean_distance_difference() (aif360.metrics.SampleDistortionMetric method)
mean_euclidean_distance_ratio() (aif360.metrics.SampleDistortionMetric method)
mean_mahalanobis_distance_difference() (aif360.metrics.SampleDistortionMetric method)
mean_mahalanobis_distance_ratio() (aif360.metrics.SampleDistortionMetric method)
mean_manhattan_distance_difference() (aif360.metrics.SampleDistortionMetric method)
mean_manhattan_distance_ratio() (aif360.metrics.SampleDistortionMetric method)
metadata (aif360.datasets.StructuredDataset attribute)
MetaFairClassifier (class in aif360.algorithms.inprocessing)
MetricJSONExplainer (class in aif360.explainers)
MetricTextExplainer (class in aif360.explainers)
N
negative_predictive_value() (aif360.metrics.ClassificationMetric method)
num_false_negatives() (aif360.metrics.ClassificationMetric method)
num_false_positives() (aif360.metrics.ClassificationMetric method)
num_generalized_false_negatives() (aif360.metrics.ClassificationMetric method)
num_generalized_false_positives() (aif360.metrics.ClassificationMetric method)
num_generalized_true_negatives() (aif360.metrics.ClassificationMetric method)
num_generalized_true_positives() (aif360.metrics.ClassificationMetric method)
num_instances() (aif360.metrics.DatasetMetric method)
num_negatives() (aif360.metrics.BinaryLabelDatasetMetric method)
num_positives() (aif360.metrics.BinaryLabelDatasetMetric method)
num_pred_negatives() (aif360.metrics.ClassificationMetric method)
num_pred_positives() (aif360.metrics.ClassificationMetric method)
num_true_negatives() (aif360.metrics.ClassificationMetric method)
num_true_positives() (aif360.metrics.ClassificationMetric method)
O
OptimPreproc (class in aif360.algorithms.preprocessing)
P
performance_measures() (aif360.metrics.ClassificationMetric method)
positive_predictive_value() (aif360.metrics.ClassificationMetric method)
power() (aif360.metrics.ClassificationMetric method)
precision() (aif360.metrics.ClassificationMetric method)
predict() (aif360.algorithms.inprocessing.AdversarialDebiasing method)
(aif360.algorithms.Transformer method)
(aif360.algorithms.inprocessing.ARTClassifier method)
(aif360.algorithms.inprocessing.MetaFairClassifier method)
(aif360.algorithms.inprocessing.PrejudiceRemover method)
(aif360.algorithms.postprocessing.CalibratedEqOddsPostprocessing method)
(aif360.algorithms.postprocessing.EqOddsPostprocessing method)
(aif360.algorithms.postprocessing.RejectOptionClassification method)
PrejudiceRemover (class in aif360.algorithms.inprocessing)
privileged_protected_attributes (aif360.datasets.StructuredDataset attribute)
protected_attribute_names (aif360.datasets.StructuredDataset attribute)
protected_attributes (aif360.datasets.StructuredDataset attribute)
R
recall() (aif360.metrics.ClassificationMetric method)
RejectOptionClassification (class in aif360.algorithms.postprocessing)
Reweighing (class in aif360.algorithms.preprocessing)
S
SampleDistortionMetric (class in aif360.metrics)
scores (aif360.datasets.StructuredDataset attribute)
selection_rate() (aif360.metrics.ClassificationMetric method)
sensitivity() (aif360.metrics.ClassificationMetric method)
specificity() (aif360.metrics.ClassificationMetric method)
split() (aif360.datasets.Dataset method)
(aif360.datasets.StructuredDataset method)
StandardDataset (class in aif360.datasets)
statistical_parity_difference() (aif360.metrics.BinaryLabelDatasetMetric method)
(aif360.metrics.ClassificationMetric method)
StructuredDataset (class in aif360.datasets)
T
temporarily_ignore() (aif360.datasets.StructuredDataset method)
theil_index() (aif360.metrics.ClassificationMetric method)
transform() (aif360.algorithms.preprocessing.LFR method)
(aif360.algorithms.Transformer method)
(aif360.algorithms.preprocessing.OptimPreproc method)
(aif360.algorithms.preprocessing.Reweighing method)
Transformer (class in aif360.algorithms)
true_negative_rate() (aif360.metrics.ClassificationMetric method)
true_positive_rate() (aif360.metrics.ClassificationMetric method)
true_positive_rate_difference() (aif360.metrics.ClassificationMetric method)
U
unprivileged_protected_attributes (aif360.datasets.StructuredDataset attribute)
V
validate_dataset() (aif360.datasets.BinaryLabelDataset method)
(aif360.datasets.Dataset method)
(aif360.datasets.StructuredDataset method)
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