Index

_

__init__() (rime.tabular.attacks.epsilon_ball.LInfQuantileEpsilonBall method) (rime.tabular.attacks.epsilon_ball.LInfRangeEpsilonBall method) (rime.tabular.attacks.TabularCombinationAttack method) (rime.tabular.attacks.TabularExhaustiveGreedyAttack method) (rime.tabular.attacks.TabularGreedyAttack method) (rime.tabular.attacks.TabularNoiseRemoval method) (rime.tabular.attacks.TabularRandomizedAttack method)

A

ACCURACY (rime.tabular.metric.MetricName attribute) add_email() (rime_sdk.Project method) add_rule() (rime.tabular.firewall.activate.TabularFirewall method) add_webhook() (rime_sdk.Project method) apt_requirement() (rime_sdk.Client static method) ATC (rime.tabular.metric.MetricName attribute)

AUC (rime.tabular.metric.MetricName attribute) AverageThresholdedConfidenceTest (class in rime.tabular.tests) AVG_CONFIDENCE (rime.tabular.metric.MetricName attribute) AVG_PRED (rime.tabular.metric.MetricName attribute) avg_pred() (rime.nlp.ModelEvaluator class method) AVG_RANK (rime.tabular.metric.MetricName attribute) AVG_ROW_WISE_PRED_DIFF (rime.tabular.metric.MetricName attribute)

B

backend (rime_sdk.Firewall attribute) (rime_sdk.Project attribute) (rime_sdk.TestBatch attribute) (rime_sdk.TestRun attribute)

BINARY_CLASSIFICATION (rime.tabular.ModelTask attribute)

C

CalibrationComparisonTest (class in rime.tabular.tests) CapitalizationTest (class in rime.tabular.tests) CapitalizationTransformationTest (class in rime.tabular.tests) CategoricalDriftTest (class in rime.tabular.tests) Chi2LabelDriftTest (class in rime.tabular.tests) CLASSIFICATION (rime.nlp.Task attribute) Client (class in rime_sdk) common_columns (rime.tabular.TabularRunContainer property)

compute_drift_metrics() (rime.tabular.tests.PredictionDriftTest method) compute_labeled_impact() (rime.nlp.ModelEvaluator class method) contains_custom_feature() (rime.nlp.DataContainer method) contains_feature_profile() (rime.nlp.DataContainer method) CorrelationDriftTest (class in rime.tabular.tests) create_firewall() (rime_sdk.Project method) create_firewall_from_components() (rime_sdk.Project method) create_managed_image() (rime_sdk.Client method) create_project() (rime_sdk.Client method)

D

data_drift_template (rime.tabular.tests.CategoricalDriftTest property) (rime.tabular.tests.CorrelationDriftTest property) (rime.tabular.tests.JSDivergenceTest property) (rime.tabular.tests.KLDivergenceTest property) (rime.tabular.tests.MutualInformationFeatureDriftTest property) (rime.tabular.tests.MutualInformationLabelDriftTest property) (rime.tabular.tests.NullProportionDriftTest property) (rime.tabular.tests.NumericDistributionEqualityTest property) (rime.tabular.tests.RowNullProportionChi2Test property) (rime.tabular.tests.RowNullProportionPSITest property) data_test_name (rime.tabular.tests.CategoricalDriftTest property) DataContainer (class in rime.nlp) (class in rime.tabular) delete_firewall() (rime_sdk.Firewall method) (rime_sdk.Project method) delete_managed_image() (rime_sdk.Client method)

delete_project() (rime_sdk.Client method) description (rime_sdk.Project property) distance_display_name() (rime.tabular.tests.JSDivergenceTest class method) (rime.tabular.tests.KLDivergenceTest class method) drift_statistic (rime.tabular.tests.PredictionDriftTest property) drift_statistic_api_name (rime.tabular.tests.CategoricalDriftTest property) (rime.tabular.tests.JSDivergenceTest property) (rime.tabular.tests.KLDivergenceTest property) (rime.tabular.tests.NullProportionDriftTest property) (rime.tabular.tests.NumericDistributionEqualityTest property) drift_statistic_display_name (rime.tabular.tests.CategoricalDriftTest property) (rime.tabular.tests.JSDivergenceTest property) (rime.tabular.tests.KLDivergenceTest property) (rime.tabular.tests.NullProportionDriftTest property) (rime.tabular.tests.NumericDistributionEqualityTest property) DuplicateRowsTest (class in rime.tabular.tests)

E

EmptyStringSubstitutionTest (class in rime.tabular.tests) EmptyStringTest (class in rime.tabular.tests)

eval_metric_name (rime.tabular.tests.AverageThresholdedConfidenceTest property) (rime.tabular.tests.OverallMetricsTest property)

F

F1 (rime.tabular.metric.MetricName attribute) features_not_in_model (rime.tabular.TabularRunContainer property) FeatureSubsetTest (class in rime.tabular.tests) FeatureTypeTest (class in rime.tabular.tests) FeatureTypeTransformationTest (class in rime.tabular.tests) Firewall (class in rime_sdk) firewall_id (rime.tabular.tests.CapitalizationTest property) (rime.tabular.tests.FeatureTypeTest property) (rime.tabular.tests.InconsistenciesTest property) (rime.tabular.tests.NonParametricOutliersTest property) (rime.tabular.tests.NullCheckComparisonTest property) (rime.tabular.tests.RareCategoriesTest property) (rime.tabular.tests.RequiredFeaturesTest property) (rime.tabular.tests.UnseenCategoricalTest property) (rime.tabular.tests.UnseenDomainTest property) (rime.tabular.tests.UnseenEmailTest property) (rime.tabular.tests.UnseenURLTest property) (rime_sdk.Firewall attribute) firewall_identifiers (rime.tabular.tests.CapitalizationTest property) (rime.tabular.tests.FeatureTypeTest property) (rime.tabular.tests.InconsistenciesTest property) (rime.tabular.tests.NonParametricOutliersTest property) (rime.tabular.tests.NullCheckComparisonTest property) (rime.tabular.tests.RareCategoriesTest property) (rime.tabular.tests.RequiredFeaturesTest property) (rime.tabular.tests.UnseenCategoricalTest property) (rime.tabular.tests.UnseenDomainTest property) (rime.tabular.tests.UnseenEmailTest property) (rime.tabular.tests.UnseenURLTest property)

FirewallUploader (class in rime.tabular.firewall.activate) FNR (rime.tabular.metric.MetricName attribute) FPR (rime.tabular.metric.MetricName attribute) from_components() (rime.tabular.firewall.activate.TabularFirewall class method) from_data() (rime.tabular.DataContainer class method) from_df() (rime.tabular.DataContainer class method) from_model() (rime.tabular.TabularRunContainer class method) from_predict_df_function() (rime.tabular.TabularRunContainer class method) from_predict_dict_function() (rime.tabular.TabularRunContainer class method) from_url() (rime.tabular.firewall.activate.FirewallUploader class method)

G

get() (rime.nlp.DataContainer method) get_api_output() (rime.tabular.tests.Chi2LabelDriftTest method) (rime.tabular.tests.MulticlassChi2PredictedLabelDriftTest method) (rime.tabular.tests.MulticlassPSIPredictedLabelDriftTest method) (rime.tabular.tests.PSILabelDriftTest method) get_avg_pred_diff() (rime.nlp.ModelEvaluator static method) get_biggest_errors() (in module rime.tabular.performance) get_context_helper() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.RequiredFeaturesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method) get_custom_feature() (rime.nlp.DataContainer method) get_data_detail() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.EmptyStringTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.OutOfRangeTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method) get_data_impact() (rime.tabular.tests.CategoricalDriftTest method) get_default_metric_name_for_feature() (rime.nlp.ModelEvaluator class method) get_default_metrics() (rime.nlp.ModelEvaluator class method) get_details_components() (rime.tabular.tests.CategoricalDriftTest method) (rime.tabular.tests.CorrelationDriftTest method) (rime.tabular.tests.JSDivergenceTest method) (rime.tabular.tests.KLDivergenceTest method) (rime.tabular.tests.MutualInformationFeatureDriftTest method) (rime.tabular.tests.MutualInformationLabelDriftTest method) (rime.tabular.tests.NullProportionDriftTest method) (rime.tabular.tests.NumericDistributionEqualityTest method) (rime.tabular.tests.RowNullProportionChi2Test method) (rime.tabular.tests.RowNullProportionPSITest method) get_drift_stat_detail() (rime.tabular.tests.CategoricalDriftTest method) (rime.tabular.tests.CorrelationDriftTest method) (rime.tabular.tests.JSDivergenceTest method) (rime.tabular.tests.KLDivergenceTest method) (rime.tabular.tests.MutualInformationFeatureDriftTest method) (rime.tabular.tests.MutualInformationLabelDriftTest method) (rime.tabular.tests.NullProportionDriftTest method) (rime.tabular.tests.NumericDistributionEqualityTest method) (rime.tabular.tests.RowNullProportionChi2Test method) (rime.tabular.tests.RowNullProportionPSITest method) get_drift_statistic() (rime.tabular.tests.CategoricalDriftTest method) (rime.tabular.tests.JSDivergenceTest method) (rime.tabular.tests.KLDivergenceTest method) (rime.tabular.tests.NullProportionDriftTest method) (rime.tabular.tests.NumericDistributionEqualityTest method) get_explanation_detail() (rime.tabular.tests.AverageThresholdedConfidenceTest method) (rime.tabular.tests.OverallMetricsTest method) get_failing_row_details() (rime.nlp.RunContainer method) (rime.tabular.TabularRunContainer method) get_feature_profile() (rime.nlp.DataContainer method) get_firewall() (rime_sdk.Project method) get_firewall_for_project() (rime_sdk.Client method) get_firewall_rules() (rime_sdk.Firewall method) get_impute_helper() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.RequiredFeaturesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method)

get_job() (rime_sdk.Client method) get_link() (rime_sdk.Firewall method) (rime_sdk.Project method) (rime_sdk.TestRun method) get_managed_image() (rime_sdk.Client method) get_metric_gap_and_stub() (rime.tabular.tests.AverageThresholdedConfidenceTest method) (rime.tabular.tests.OverallMetricsTest method) get_metric_thresholds() (rime_sdk.Firewall method) get_model_impact() (rime.tabular.tests.RowNullProportionChi2Test static method) (rime.tabular.tests.RowNullProportionPSITest static method) get_notification_settings() (rime_sdk.Project method) get_project() (rime_sdk.Client method) get_result_df() (rime_sdk.TestRun method) get_rule_response_dicts() (rime.tabular.firewall.activate.FirewallUploader method) get_severity_detail() (rime.tabular.tests.LabelImbalanceTest method) get_status() (rime_sdk.RIMEImageBuilder method) get_stress_test_config() (rime_sdk.Firewall method) get_summary() (rime.tabular.firewall.activate.TabularFirewall method) get_table_column_info() (rime.tabular.tests.CalibrationComparisonTest method) (rime.tabular.tests.CategoricalDriftTest method) (rime.tabular.tests.CorrelationDriftTest method) (rime.tabular.tests.FeatureSubsetTest method) (rime.tabular.tests.HighFeatureCorrelationTest method) (rime.tabular.tests.HighMutualInformationFeatureToLabelTest method) (rime.tabular.tests.JSDivergenceTest method) (rime.tabular.tests.KLDivergenceTest method) (rime.tabular.tests.LabelSubsetTest method) (rime.tabular.tests.MutualInformationFeatureDriftTest method) (rime.tabular.tests.MutualInformationLabelDecreaseTest method) (rime.tabular.tests.MutualInformationLabelDriftTest method) (rime.tabular.tests.NullProportionDriftTest method) (rime.tabular.tests.NullSubsetTest method) (rime.tabular.tests.NumericDistributionEqualityTest method) (rime.tabular.tests.RowNullProportionChi2Test static method) (rime.tabular.tests.RowNullProportionPSITest static method) (rime.tabular.tests.SelectionRateTest method) get_table_info() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.CapitalizationTransformationTest method) (rime.tabular.tests.EmptyStringSubstitutionTest method) (rime.tabular.tests.EmptyStringTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.FeatureTypeTransformationTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.NullTransformationTest method) (rime.tabular.tests.NumericOutlierTransformationTest method) (rime.tabular.tests.OutOfRangeTest method) (rime.tabular.tests.OutOfRangeTransformationTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenCategoricalTransformationTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenDomainTransformationTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenEmailTransformationTest method) (rime.tabular.tests.UnseenURLTest method) (rime.tabular.tests.UnseenURLTransformationTest method) get_tabular_data_container() (rime.nlp.DataContainer method) get_tabular_model_profile() (rime.nlp.RunContainer static method) get_test_batch() (rime_sdk.TestRun method) get_test_batches() (rime_sdk.TestRun method) get_test_cases_df() (rime_sdk.TestBatch method) (rime_sdk.TestRun method) get_test_run() (rime_sdk.Client method) (rime_sdk.Job method) get_test_run_id() (rime_sdk.Job method) get_test_values() (rime.tabular.tests.Chi2LabelDriftTest method) (rime.tabular.tests.MulticlassChi2PredictedLabelDriftTest method) (rime.tabular.tests.MulticlassPSIPredictedLabelDriftTest method) (rime.tabular.tests.PSILabelDriftTest method) get_text_details() (rime.tabular.tests.RegressionLabelDriftComparisonTest method)

H

has_firewall() (rime_sdk.Project method) has_managed_image() (rime_sdk.Client method)

HighFeatureCorrelationTest (class in rime.tabular.tests) HighMutualInformationFeatureToLabelTest (class in rime.tabular.tests) historic_metric_explanation_suffix (rime.tabular.tests.CategoricalDriftTest property)

I

id (rime.tabular.tests.AverageThresholdedConfidenceTest property) (rime.tabular.tests.CalibrationComparisonTest property) (rime.tabular.tests.CapitalizationTest property) (rime.tabular.tests.CapitalizationTransformationTest property) (rime.tabular.tests.CategoricalDriftTest property) (rime.tabular.tests.Chi2LabelDriftTest property) (rime.tabular.tests.CorrelationDriftTest property) (rime.tabular.tests.DuplicateRowsTest property) (rime.tabular.tests.EmptyStringSubstitutionTest property) (rime.tabular.tests.EmptyStringTest property) (rime.tabular.tests.FeatureSubsetTest property) (rime.tabular.tests.FeatureTypeTest property) (rime.tabular.tests.FeatureTypeTransformationTest property) (rime.tabular.tests.HighFeatureCorrelationTest property) (rime.tabular.tests.HighMutualInformationFeatureToLabelTest property) (rime.tabular.tests.InconsistenciesTest property) (rime.tabular.tests.JSDivergenceTest property) (rime.tabular.tests.KLDivergenceTest property) (rime.tabular.tests.LabelImbalanceTest property) (rime.tabular.tests.LabelSubsetTest property) (rime.tabular.tests.MulticlassChi2PredictedLabelDriftTest property) (rime.tabular.tests.MulticlassPSIPredictedLabelDriftTest property) (rime.tabular.tests.MultiFeatSensitivityTest property) (rime.tabular.tests.MultiFeatVulnerabilityTest property) (rime.tabular.tests.MutualInformationFeatureDriftTest property) (rime.tabular.tests.MutualInformationLabelDecreaseTest property) (rime.tabular.tests.MutualInformationLabelDriftTest property) (rime.tabular.tests.NonParametricOutliersTest property) (rime.tabular.tests.NullCheckComparisonTest property) (rime.tabular.tests.NullProportionDriftTest property) (rime.tabular.tests.NullSubsetTest property) (rime.tabular.tests.NullTransformationTest property) (rime.tabular.tests.NumericDistributionEqualityTest property) (rime.tabular.tests.NumericOutlierTransformationTest property) (rime.tabular.tests.OutOfRangeTest property) (rime.tabular.tests.OutOfRangeTransformationTest property) (rime.tabular.tests.OverallMetricsTest property) (rime.tabular.tests.PredictionDriftTest property) (rime.tabular.tests.PSILabelDriftTest property) (rime.tabular.tests.RareCategoriesTest property) (rime.tabular.tests.RegressionLabelDriftComparisonTest property) (rime.tabular.tests.RequiredFeaturesTest property) (rime.tabular.tests.RowNullProportionChi2Test property) (rime.tabular.tests.RowNullProportionPSITest property) (rime.tabular.tests.SelectionRateTest property) (rime.tabular.tests.SensitivityTest property) (rime.tabular.tests.UnseenCategoricalTest property) (rime.tabular.tests.UnseenCategoricalTransformationTest property) (rime.tabular.tests.UnseenDomainTest property) (rime.tabular.tests.UnseenDomainTransformationTest property) (rime.tabular.tests.UnseenEmailTest property) (rime.tabular.tests.UnseenEmailTransformationTest property) (rime.tabular.tests.UnseenURLTest property) (rime.tabular.tests.UnseenURLTransformationTest property) (rime.tabular.tests.VulnerabilityTest property)

impute() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.RequiredFeaturesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method) InconsistenciesTest (class in rime.tabular.tests) info (rime_sdk.Project property) is_binary_ranking (rime.tabular.DataContainer property) is_preds_none (rime.nlp.DataContainer property) is_query_ids_none (rime.tabular.DataContainer property) issue_str() (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.EmptyStringTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.OutOfRangeTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method)

J

Job (class in rime_sdk)

JSDivergenceTest (class in rime.tabular.tests)

K

KLDivergenceTest (class in rime.tabular.tests)

L

LabelImbalanceTest (class in rime.tabular.tests) LabelSubsetTest (class in rime.tabular.tests) LInfQuantileEpsilonBall (class in rime.tabular.attacks.epsilon_ball) LInfRangeEpsilonBall (class in rime.tabular.attacks.epsilon_ball) list_managed_images() (rime_sdk.Client method)

list_projects() (rime_sdk.Client method) list_stress_test_jobs() (rime_sdk.Client method) list_test_runs() (rime_sdk.Firewall method) (rime_sdk.Project method) list_uploaded_file_urls() (rime_sdk.Client method)

M

MACRO_F1 (rime.tabular.metric.MetricName attribute) MACRO_PRECISION (rime.tabular.metric.MetricName attribute) MACRO_RECALL (rime.tabular.metric.MetricName attribute) MAE (rime.tabular.metric.MetricName attribute) MAPE (rime.tabular.metric.MetricName attribute) metric_name (rime.tabular.tests.AverageThresholdedConfidenceTest property) (rime.tabular.tests.OverallMetricsTest property) metric_side (rime.tabular.tests.AverageThresholdedConfidenceTest property) (rime.tabular.tests.OverallMetricsTest property) MetricName (class in rime.tabular.metric) model_task (rime.tabular.firewall.activate.TabularFirewall property) ModelEvaluator (class in rime.nlp) ModelTask (class in rime.tabular) module rime.nlp rime.tabular rime.tabular.attacks rime.tabular.attacks.epsilon_ball rime.tabular.attacks.runner rime.tabular.firewall.activate rime.tabular.metric rime.tabular.performance rime.tabular.tests rime_sdk

MRR (rime.tabular.metric.MetricName attribute) MSE (rime.tabular.metric.MetricName attribute) MULTI_CLASSIFICATION (rime.tabular.ModelTask attribute) MULTICLASS_ACCURACY (rime.tabular.metric.MetricName attribute) MULTICLASS_AUC (rime.tabular.metric.MetricName attribute) MulticlassChi2PredictedLabelDriftTest (class in rime.tabular.tests) MulticlassPSIPredictedLabelDriftTest (class in rime.tabular.tests) MultiFeatSensitivityTest (class in rime.tabular.tests) MultiFeatVulnerabilityTest (class in rime.tabular.tests) MutualInformationFeatureDriftTest (class in rime.tabular.tests) MutualInformationLabelDecreaseTest (class in rime.tabular.tests) MutualInformationLabelDriftTest (class in rime.tabular.tests)

N

name (rime_sdk.Project property) NER (rime.nlp.Task attribute) NonParametricOutliersTest (class in rime.tabular.tests) NullCheckComparisonTest (class in rime.tabular.tests) NullProportionDriftTest (class in rime.tabular.tests)

NullSubsetTest (class in rime.tabular.tests) NullTransformationTest (class in rime.tabular.tests) num_instances (rime.nlp.DataContainer property) NumericDistributionEqualityTest (class in rime.tabular.tests) NumericOutlierTransformationTest (class in rime.tabular.tests)

O

optional_impact_metric_name (rime.tabular.TabularRunContainer property) OutOfRangeTest (class in rime.tabular.tests)

OutOfRangeTransformationTest (class in rime.tabular.tests) OverallMetricsTest (class in rime.tabular.tests)

P

performance() (rime.nlp.ModelEvaluator class method) pip_library_filter() (rime_sdk.Client static method) pip_requirement() (rime_sdk.Client static method) POS_PRED_RATE (rime.tabular.metric.MetricName attribute) PRECISION (rime.tabular.metric.MetricName attribute) PRED_VARIANCE_ALL (rime.tabular.metric.MetricName attribute) PRED_VARIANCE_NEG (rime.tabular.metric.MetricName attribute) PRED_VARIANCE_POS (rime.tabular.metric.MetricName attribute)

PredictionDriftTest (class in rime.tabular.tests) preds_with_labels_at_indices() (rime.nlp.DataContainer method) preprocess_df() (in module rime.tabular.performance) profiled_all_cols (rime.tabular.TabularRunContainer property) Project (class in rime_sdk) project_id (rime_sdk.Project attribute) protected_feature_pairs (rime.tabular.TabularRunContainer property) protected_features (rime.tabular.TabularRunContainer property) PSILabelDriftTest (class in rime.tabular.tests)

Q

query_ids (rime.tabular.DataContainer property)

R

RANK_CORRELATION (rime.tabular.metric.MetricName attribute) RANKING (rime.tabular.ModelTask attribute) RareCategoriesTest (class in rime.tabular.tests) RECALL (rime.tabular.metric.MetricName attribute) ref_metric_name (rime.tabular.tests.AverageThresholdedConfidenceTest property) (rime.tabular.tests.OverallMetricsTest property) REGRESSION (rime.tabular.ModelTask attribute) RegressionLabelDriftComparisonTest (class in rime.tabular.tests) remove_email() (rime_sdk.Project method) remove_webhook() (rime_sdk.Project method) RequiredFeaturesTest (class in rime.tabular.tests) rime.nlp module rime.tabular module rime.tabular.attacks module rime.tabular.attacks.epsilon_ball module rime.tabular.attacks.runner module rime.tabular.firewall.activate module rime.tabular.metric module rime.tabular.performance module rime.tabular.tests module rime_sdk module RIMEImageBuilder (class in rime_sdk) RMSE (rime.tabular.metric.MetricName attribute) RowNullProportionChi2Test (class in rime.tabular.tests) RowNullProportionPSITest (class in rime.tabular.tests) rowwise_test_id (rime.tabular.tests.CapitalizationTransformationTest property) (rime.tabular.tests.EmptyStringSubstitutionTest property) (rime.tabular.tests.FeatureTypeTransformationTest property) (rime.tabular.tests.NullTransformationTest property) (rime.tabular.tests.NumericOutlierTransformationTest property) (rime.tabular.tests.OutOfRangeTransformationTest property) (rime.tabular.tests.UnseenCategoricalTransformationTest property) (rime.tabular.tests.UnseenDomainTransformationTest property) (rime.tabular.tests.UnseenEmailTransformationTest property) (rime.tabular.tests.UnseenURLTransformationTest property) run_attack_loop() (in module rime.tabular.attacks.runner) run_notebook() (rime.tabular.tests.AverageThresholdedConfidenceTest method) (rime.tabular.tests.CalibrationComparisonTest method) (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.CapitalizationTransformationTest method) (rime.tabular.tests.CategoricalDriftTest method) (rime.tabular.tests.Chi2LabelDriftTest method) (rime.tabular.tests.CorrelationDriftTest method) (rime.tabular.tests.DuplicateRowsTest method) (rime.tabular.tests.EmptyStringSubstitutionTest method) (rime.tabular.tests.EmptyStringTest method) (rime.tabular.tests.FeatureSubsetTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.FeatureTypeTransformationTest method) (rime.tabular.tests.HighFeatureCorrelationTest method) (rime.tabular.tests.HighMutualInformationFeatureToLabelTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.JSDivergenceTest method) (rime.tabular.tests.KLDivergenceTest method) (rime.tabular.tests.LabelImbalanceTest method) (rime.tabular.tests.LabelSubsetTest method) (rime.tabular.tests.MulticlassChi2PredictedLabelDriftTest method) (rime.tabular.tests.MulticlassPSIPredictedLabelDriftTest method) (rime.tabular.tests.MultiFeatSensitivityTest method) (rime.tabular.tests.MultiFeatVulnerabilityTest method) (rime.tabular.tests.MutualInformationFeatureDriftTest method) (rime.tabular.tests.MutualInformationLabelDecreaseTest method) (rime.tabular.tests.MutualInformationLabelDriftTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.NullProportionDriftTest method) (rime.tabular.tests.NullSubsetTest method) (rime.tabular.tests.NullTransformationTest method) (rime.tabular.tests.NumericDistributionEqualityTest method) (rime.tabular.tests.NumericOutlierTransformationTest method) (rime.tabular.tests.OutOfRangeTest method) (rime.tabular.tests.OutOfRangeTransformationTest method) (rime.tabular.tests.OverallMetricsTest method) (rime.tabular.tests.PredictionDriftTest method) (rime.tabular.tests.PSILabelDriftTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.RegressionLabelDriftComparisonTest method) (rime.tabular.tests.RequiredFeaturesTest method) (rime.tabular.tests.RowNullProportionChi2Test method) (rime.tabular.tests.RowNullProportionPSITest method) (rime.tabular.tests.SelectionRateTest method) (rime.tabular.tests.SensitivityTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenCategoricalTransformationTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenDomainTransformationTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenEmailTransformationTest method) (rime.tabular.tests.UnseenURLTest method) (rime.tabular.tests.UnseenURLTransformationTest method) (rime.tabular.tests.VulnerabilityTest method)

RunContainer (class in rime.nlp)

S

SelectionRateTest (class in rime.tabular.tests) SensitivityTest (class in rime.tabular.tests) set_flagged_action_for_rule() (rime.tabular.firewall.activate.TabularFirewall method) set_global_flagged_action() (rime.tabular.firewall.activate.TabularFirewall method) single_model_active_learning() (in module rime.tabular.performance) SingleTaskModel (class in rime.nlp) start_continuous_test() (rime_sdk.Firewall method) start_stress_test() (rime_sdk.Client method)

stat_key (rime.tabular.tests.Chi2LabelDriftTest property) (rime.tabular.tests.MulticlassChi2PredictedLabelDriftTest property) (rime.tabular.tests.MulticlassPSIPredictedLabelDriftTest property) (rime.tabular.tests.PSILabelDriftTest property) subset_mode (rime.tabular.tests.FeatureSubsetTest property) (rime.tabular.tests.LabelSubsetTest property) (rime.tabular.tests.NullSubsetTest property) (rime.tabular.tests.SelectionRateTest property) summary() (rime_sdk.TestBatch method)

T

TabularCombinationAttack (class in rime.tabular.attacks) TabularExhaustiveGreedyAttack (class in rime.tabular.attacks) TabularFirewall (class in rime.tabular.firewall.activate) TabularGreedyAttack (class in rime.tabular.attacks) TabularNoiseRemoval (class in rime.tabular.attacks) TabularRandomizedAttack (class in rime.tabular.attacks) TabularRunContainer (class in rime.tabular)

Task (class in rime.nlp) test_run_id (rime_sdk.TestBatch attribute) (rime_sdk.TestRun attribute) test_type (rime_sdk.TestBatch attribute) TestBatch (class in rime_sdk) TestRun (class in rime_sdk) timestamps (rime.tabular.DataContainer property) two_model_active_learning() (in module rime.tabular.performance)

U

UnseenCategoricalTest (class in rime.tabular.tests) UnseenCategoricalTransformationTest (class in rime.tabular.tests) UnseenDomainTest (class in rime.tabular.tests) UnseenDomainTransformationTest (class in rime.tabular.tests) UnseenEmailTest (class in rime.tabular.tests) UnseenEmailTransformationTest (class in rime.tabular.tests) UnseenURLTest (class in rime.tabular.tests) UnseenURLTransformationTest (class in rime.tabular.tests)

update_firewall_stress_test_run() (rime_sdk.Firewall method) update_metric_thresholds() (rime_sdk.Firewall method) update_stress_test_config() (rime_sdk.Firewall method) upload() (rime.tabular.firewall.activate.FirewallUploader method) upload_batch() (rime.tabular.firewall.activate.FirewallUploader method) upload_directory() (rime_sdk.Client method) upload_file() (rime_sdk.Client method) upload_local_image_dataset_file() (rime_sdk.Client method)

V

validate_batch() (rime.tabular.firewall.activate.TabularFirewall method) validate_batch_and_upload() (rime.tabular.firewall.activate.TabularFirewall method) validate_single() (rime.tabular.firewall.activate.TabularFirewall method) (rime.tabular.tests.CapitalizationTest method) (rime.tabular.tests.FeatureTypeTest method) (rime.tabular.tests.InconsistenciesTest method) (rime.tabular.tests.NonParametricOutliersTest method) (rime.tabular.tests.NullCheckComparisonTest method) (rime.tabular.tests.RareCategoriesTest method) (rime.tabular.tests.RequiredFeaturesTest method) (rime.tabular.tests.UnseenCategoricalTest method) (rime.tabular.tests.UnseenDomainTest method) (rime.tabular.tests.UnseenEmailTest method) (rime.tabular.tests.UnseenURLTest method)

validate_single_and_upload() (rime.tabular.firewall.activate.TabularFirewall method) VulnerabilityTest (class in rime.tabular.tests)