Index

A

abscorrcoef() (in module etiq.utils) AbstractDataset (class in etiq.datasets) (class in etiq.datasets.abstract_dataset) accuracy() (in module etiq.metrics) accuracy_metric() (in module etiq.metrics) actual_values() (in module etiq) (in module etiq.custom_metrics) add_feature_name() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method) add_feature_profile() (etiq.dataprofile.DataProfile method) (etiq.dataprofile.dataprofile.DataProfile method) add_issue_name() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method) add_json_suite_to_validator() (in module etiq.expectations) add_segment() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method)

add_value() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method) Aggregate (class in etiq.scans) aggregates (etiq.scans.Scan attribute) ALL (etiq.datasets.abstract_dataset.DatasetSegment attribute) (etiq.datasets.DatasetSegment attribute) all_feature_names (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) all_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) all_identical() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method)

B

Base (etiq.dataprofile.dataprofile.DatasetType attribute) (etiq.dataprofile.DatasetType attribute) BaseModel (class in etiq.model) BasePandasDatasetMixin (class in etiq.datasets.pandas.base_pandas_dataset) bias_metric() (in module etiq.metrics) bias_params (etiq.snapshots.Snapshot attribute) bias_params() (etiq.BiasDatasetBuilder class method) (etiq.datasets.BiasDatasetBuilder class method) (etiq.datasets.builders.bias_dataset_builder.BiasDatasetBuilder class method) (etiq.datasets.builders.BiasDatasetBuilder class method) BiasDataset (class in etiq.datasets) (class in etiq.datasets.bias_dataset)

BiasDatasetBuilder (class in etiq) (class in etiq.datasets) (class in etiq.datasets.builders) (class in etiq.datasets.builders.bias_dataset_builder) BiasPandasDataset (class in etiq.datasets.pandas) (class in etiq.datasets.pandas.bias_pandas_dataset) BiasPandasPredictionCache (class in etiq.datasets.pandas.bias_pandas_dataset) BiasParams (class in etiq.biasparams) build() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method) business_rule (etiq.scans.Segment attribute)

C

Cache (class in etiq.datasets.utils) cache_predictions() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasDataset method) (etiq.datasets.pandas.SimplePandasDataset method) calculate_conditional_probs() (in module etiq.datasets) (in module etiq.datasets.utils) calculate_conditionals_from_counter() (in module etiq.datasets.utils) calculate_significant_features() (etiq.snapshots.Snapshot method) Categorical (etiq.dataprofile.dataprofile.FeatureType attribute) (etiq.dataprofile.FeatureType attribute) categorical_feature_missing() (in module etiq.etiq_dataissues.utils) categorical_feature_unrecognized() (in module etiq.etiq_dataissues.utils) categorical_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) check_column_ordering_violations() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) check_duplicate_row_violations() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) check_missing_ids() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) checksum (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

clear_config() (in module etiq.config) column (etiq.expectations.ExpectationResult attribute) compare_feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasDataset method) (etiq.datasets.pandas.SimplePandasDataset method) Comparison (etiq.dataprofile.dataprofile.DatasetType attribute) (etiq.dataprofile.DatasetType attribute) comparison_dataset (etiq.snapshots.Snapshot attribute) concept_drift_measure() (in module etiq) (in module etiq.drift_measures) condition (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) Continuous (etiq.dataprofile.dataprofile.FeatureType attribute) (etiq.dataprofile.FeatureType attribute) continuous_feature_above_base_max() (in module etiq.etiq_dataissues.utils) continuous_feature_below_base_min() (in module etiq.etiq_dataissues.utils) continuous_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) ConvertUnknownToNaN (class in etiq.transforms) correlation_measure() (in module etiq) (in module etiq.measures) count (etiq.expectations.ExpectationResult attribute) cramersv() (in module etiq.measures) create() (etiq.snapshots.SnapshotManager method) create_data_profile_records() (in module etiq.charting) created (etiq.scans.Scan attribute) custom_metric() (in module etiq) (in module etiq.custom_metrics)

D

data_backend (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) data_values() (in module etiq) (in module etiq.custom_metrics) DataBackend (class in etiq.datasets) (class in etiq.datasets.backend) DataclassEnhancedJSONEncoder (class in etiq.config) DataIssue (class in etiq) (class in etiq.etiq_dataissues) (class in etiq.etiq_dataissues.data_issues) DataIssueBuilder (class in etiq.etiq_dataissues) (class in etiq.etiq_dataissues.data_issues) DataProfile (class in etiq.dataprofile) (class in etiq.dataprofile.dataprofile) dataset (etiq.snapshots.Snapshot attribute) dataset() (etiq.BiasDatasetBuilder class method) (etiq.datasets.BiasDatasetBuilder class method) (etiq.datasets.builders.bias_dataset_builder.BiasDatasetBuilder class method) (etiq.datasets.builders.BiasDatasetBuilder class method) (etiq.datasets.builders.simple_dataset_builder.SimpleDatasetBuilder class method) (etiq.datasets.builders.SimpleDatasetBuilder class method) (etiq.datasets.SimpleDatasetBuilder class method) (etiq.SimpleDatasetBuilder class method) DatasetError datasets() (etiq.BiasDatasetBuilder class method) (etiq.datasets.BiasDatasetBuilder class method) (etiq.datasets.builders.bias_dataset_builder.BiasDatasetBuilder class method) (etiq.datasets.builders.BiasDatasetBuilder class method) (etiq.datasets.builders.simple_dataset_builder.SimpleDatasetBuilder class method) (etiq.datasets.builders.SimpleDatasetBuilder class method) (etiq.datasets.SimpleDatasetBuilder class method) (etiq.SimpleDatasetBuilder class method) DatasetSegment (class in etiq.datasets) (class in etiq.datasets.abstract_dataset)

DatasetType (class in etiq.dataprofile) (class in etiq.dataprofile.dataprofile) Date (etiq.dataprofile.dataprofile.FeatureType attribute) (etiq.dataprofile.FeatureType attribute) date_feature_names (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) date_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) date_features_testing (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) date_features_training (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) date_features_validation (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) decode() (etiq.transforms.EncodeLabels static method) default() (etiq.config.DataclassEnhancedJSONEncoder method) (etiq.datasets.utils.PdEncoder method) DefaultLogisticRegression (class in etiq.model) DefaultRandomForestClassifier (class in etiq.model) DefaultXGBoostClassifier (class in etiq.model) demographic_parity() (in module etiq.metrics) detect_mixed_types() (in module etiq.datasets.utils) disable_telemetry() (in module etiq) distinct_values (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) drift_measure() (in module etiq) (in module etiq.drift_measures) DriftMeasure (class in etiq.drift_measures) Dropna (class in etiq.transforms)

E

earth_mover_distance() (in module etiq.drift_measures) enable_significance_calculation (etiq.snapshots.Snapshot attribute) enable_telemetry() (in module etiq) encode() (etiq.transforms.ConvertUnknownToNaN static method) (etiq.transforms.Dropna static method) (etiq.transforms.EncodeLabels static method) EncodeLabels (class in etiq.transforms) end_time (etiq.scans.Scan attribute) ensure_mutual_exclusion() (in module etiq.utils) epsilonSquare() (in module etiq.measures) equal_odds_tnr() (in module etiq.metrics) equal_odds_tpr() (in module etiq.metrics) equal_opportunity() (in module etiq.metrics) etiq module etiq.biasparams module etiq.charting module etiq.config module etiq.custom_metrics module etiq.dataprofile module etiq.dataprofile.dataprofile module etiq.datasets module etiq.datasets.abstract_dataset module etiq.datasets.backend module etiq.datasets.bias_dataset module etiq.datasets.builders module etiq.datasets.builders.bias_dataset_builder module etiq.datasets.builders.simple_dataset_builder module etiq.datasets.pandas module etiq.datasets.pandas.base_pandas_dataset module

etiq.datasets.pandas.bias_pandas_dataset module etiq.datasets.pandas.simple_pandas_dataset module etiq.datasets.simple_dataset module etiq.datasets.utils module etiq.drift_measures module etiq.etiq_dataissues module etiq.etiq_dataissues.core module etiq.etiq_dataissues.data_issues module etiq.etiq_dataissues.utils module etiq.expectations module etiq.measures module etiq.metrics module etiq.model module etiq.projects module etiq.scans module etiq.snapshot_stage module etiq.snapshots module etiq.transforms module etiq.utils module etiq_config() (in module etiq) (in module etiq.config) etiq_pipeline_details() (in module etiq) (in module etiq.config) ExpectationResult (class in etiq.expectations) expectations_from_data_profile() (in module etiq.expectations)

F

failed (etiq.expectations.ExpectationResult attribute) feature (etiq.DataIssue attribute) (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) (etiq.etiq_dataissues.data_issues.DataIssue attribute) (etiq.etiq_dataissues.DataIssue attribute) (etiq.scans.Issue attribute) feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_combined_std() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_count (etiq.scans.Aggregate attribute) feature_max() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_min() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_names (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) feature_profiles (etiq.dataprofile.DataProfile attribute) (etiq.dataprofile.dataprofile.DataProfile attribute) feature_testing() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_training() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) feature_validation() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method)

FeatureDataProfile (class in etiq.dataprofile) (class in etiq.dataprofile.dataprofile) features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) features_testing (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) features_training (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) features_validation (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) FeatureType (class in etiq.dataprofile) (class in etiq.dataprofile.dataprofile) filter() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasDataset method) (etiq.datasets.pandas.SimplePandasDataset method) filter_count() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) FINAL (etiq.snapshot_stage.SnapshotStatus attribute) (etiq.SnapshotStatus attribute) fit() (etiq.model.BaseModel method) (etiq.model.PrecalculatedModel method) flag_biased_groups() (in module etiq.utils) from_record() (etiq.scans.Scan class method)

G

generate_data_profile() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) (in module etiq.charting) generate_data_profiles (etiq.snapshots.Snapshot attribute) generate_summary_histograms() (in module etiq.charting) get_abstractdataset_issues() (in module etiq.etiq_dataissues) (in module etiq.etiq_dataissues.core) get_all() (etiq.snapshots.SnapshotManager method) get_all_projects() (in module etiq.projects) get_all_scans() (etiq.snapshots.Snapshot method) get_by_id() (etiq.snapshots.SnapshotManager method) get_by_name() (etiq.snapshots.SnapshotManager method) get_cache_query() (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) get_config() (in module etiq) (in module etiq.config) get_context() (in module etiq.expectations) get_data() (etiq.datasets.abstract_dataset.PredictionCache method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) (etiq.datasets.PredictionCache method) get_data_issues() (in module etiq) (in module etiq.etiq_dataissues) (in module etiq.etiq_dataissues.core) get_dataset_checksum() (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) get_dataset_history() (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) get_eval() (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) get_expectation_results() (in module etiq.expectations) get_feature_categories() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) get_feature_profile() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method)

get_function_config() (in module etiq.config) get_histogram_calculator() (in module etiq) get_metric_calculation_params() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) get_min_max_threshold() (in module etiq.expectations) get_pipeline_details() (in module etiq) (in module etiq.config) get_predicted() (etiq.datasets.abstract_dataset.PredictionCache method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) (etiq.datasets.PredictionCache method) get_predictions_cache() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasDataset method) (etiq.datasets.pandas.SimplePandasDataset method) get_protected() (etiq.datasets.abstract_dataset.PredictionCache method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) (etiq.datasets.PredictionCache method) get_protected_metric_calculation_params() (etiq.datasets.bias_dataset.BiasDataset method) (etiq.datasets.BiasDataset method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) get_restricted_features() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) get_segment_data() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) get_target() (etiq.datasets.abstract_dataset.PredictionCache method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) (etiq.datasets.PredictionCache method) get_validator() (etiq.snapshots.Snapshot method) (in module etiq.expectations) guess_cont_cat_col() (in module etiq.etiq_dataissues.utils) (in module etiq.utils)

H

has_model_fit_run (etiq.model.BaseModel property) has_predictions (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) hash (etiq.dataprofile.DataProfile attribute) (etiq.dataprofile.dataprofile.DataProfile attribute) hash_columns() (in module etiq.datasets.utils)

hash_pandas_df() (in module etiq.datasets.utils) histogram() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) history (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

I

ID (etiq.dataprofile.dataprofile.FeatureType attribute) (etiq.dataprofile.FeatureType attribute) id (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) (etiq.scans.Scan attribute) (etiq.snapshots.Snapshot attribute) id_feature_names (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) id_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) id_features_testing (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) id_features_training (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) id_features_validation (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) identical_values() (in module etiq.etiq_dataissues.utils) individual_fairness() (in module etiq.metrics) individual_fairness_cf() (in module etiq.metrics) INITIAL (etiq.snapshot_stage.SnapshotStatus attribute) (etiq.SnapshotStatus attribute) is_categorical_feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method)

is_continuous_feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_date_feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_id_feature() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_numerical() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_target_categorical() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_target_continuous() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) is_telemetry_enabled() (in module etiq) isfitted (etiq.model.BaseModel property) Issue (class in etiq.scans) issue (etiq.scans.Issue attribute) issue_name (etiq.scans.Aggregate attribute) issues (etiq.scans.Scan attribute) issues_found_count (etiq.scans.Aggregate attribute) issues_tested_count (etiq.scans.Aggregate attribute)

J

jensen_shannon() (in module etiq.drift_measures)

jensen_shannon_distance() (in module etiq.drift_measures)

K

kl_divergence() (in module etiq.drift_measures)

kolmogorov_smirnov() (in module etiq.drift_measures)

L

load_config() (in module etiq) (in module etiq.config) load_obj() (in module etiq.utils) load_sample() (in module etiq) (in module etiq.utils)

log (etiq.scans.Scan attribute) login() (in module etiq) login_using_token() (in module etiq) logout() (in module etiq) lower_threshold (etiq.scans.Aggregate attribute) (etiq.scans.Issue attribute)

M

maximum (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) maxlen (etiq.datasets.utils.Cache property) mean() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) Measure (class in etiq.measures) measure (etiq.scans.Aggregate attribute) (etiq.scans.Issue attribute) measure_value (etiq.scans.Issue attribute) median() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) meta (etiq.scans.Scan attribute) metric (etiq.scans.Aggregate attribute) (etiq.scans.Issue attribute) metric_tag (etiq.scans.Segment attribute) metric_value (etiq.scans.Issue attribute) minimum (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) missing_features() (in module etiq.etiq_dataissues.utils) missing_values (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) missing_values_percentage (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) Model (class in etiq) (class in etiq.model) model (etiq.snapshots.Snapshot attribute) modified (etiq.scans.Scan attribute) module etiq etiq.biasparams etiq.charting etiq.config etiq.custom_metrics etiq.dataprofile etiq.dataprofile.dataprofile etiq.datasets etiq.datasets.abstract_dataset etiq.datasets.backend etiq.datasets.bias_dataset etiq.datasets.builders etiq.datasets.builders.bias_dataset_builder etiq.datasets.builders.simple_dataset_builder etiq.datasets.pandas etiq.datasets.pandas.base_pandas_dataset etiq.datasets.pandas.bias_pandas_dataset etiq.datasets.pandas.simple_pandas_dataset etiq.datasets.simple_dataset etiq.datasets.utils etiq.drift_measures etiq.etiq_dataissues etiq.etiq_dataissues.core etiq.etiq_dataissues.data_issues etiq.etiq_dataissues.utils etiq.expectations etiq.measures etiq.metrics etiq.model etiq.projects etiq.scans etiq.snapshot_stage etiq.snapshots etiq.transforms etiq.utils

N

name (etiq.config.PipelineDetails attribute) (etiq.DataIssue attribute) (etiq.dataprofile.DataProfile attribute) (etiq.dataprofile.dataprofile.DataProfile attribute) (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) (etiq.drift_measures.DriftMeasure attribute) (etiq.etiq_dataissues.data_issues.DataIssue attribute) (etiq.etiq_dataissues.DataIssue attribute) (etiq.expectations.ExpectationResult attribute) (etiq.measures.Measure attribute) NAME (etiq.Model attribute) (etiq.model.BaseModel attribute) (etiq.model.DefaultLogisticRegression attribute) (etiq.model.DefaultRandomForestClassifier attribute) (etiq.model.DefaultXGBoostClassifier attribute) (etiq.model.Model attribute) (etiq.model.PrecalculatedModel attribute) name (etiq.scans.Scan attribute) (etiq.scans.Segment attribute) (etiq.snapshots.Snapshot attribute) negative_outcome() (in module etiq) (in module etiq.custom_metrics)

negative_outcome_label (etiq.biasparams.BiasParams attribute) number_of_date_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_id_features (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_samples (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_testing_samples (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_training_samples (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) number_of_validation_samples (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

O

open() (in module etiq.projects) overall_checksum (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

P

PANDAS (etiq.datasets.backend.DataBackend attribute) (etiq.datasets.DataBackend attribute) PdEncoder (class in etiq.datasets.utils) pearsons() (in module etiq.measures) pipeline_id (etiq.snapshots.Snapshot attribute) PipelineDetails (class in etiq.config) pointbiserial() (in module etiq.measures) populate_record() (in module etiq.scans) positive_outcome() (in module etiq) (in module etiq.custom_metrics) positive_outcome_label (etiq.biasparams.BiasParams attribute) PRE_PRODUCTION (etiq.snapshot_stage.SnapshotStage attribute) (etiq.SnapshotStage attribute) PrecalculatedModel (class in etiq.model) predict() (etiq.model.BaseModel method) (etiq.model.PrecalculatedModel method) prediction (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) prediction_categorical (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) prediction_name (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) prediction_testing (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) prediction_training (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) prediction_validation (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

prediction_values() (in module etiq) (in module etiq.custom_metrics) PredictionCache (class in etiq.datasets) (class in etiq.datasets.abstract_dataset) privileged (etiq.biasparams.BiasParams attribute) PRODUCTION (etiq.snapshot_stage.SnapshotStage attribute) (etiq.SnapshotStage attribute) project (etiq.snapshots.Snapshot attribute) protected (etiq.biasparams.BiasParams attribute) (etiq.datasets.bias_dataset.BiasDataset property) (etiq.datasets.BiasDataset property) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset property) (etiq.datasets.pandas.BiasPandasDataset property) protected_name (etiq.datasets.bias_dataset.BiasDataset property) (etiq.datasets.BiasDataset property) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset property) (etiq.datasets.pandas.BiasPandasDataset property) protected_testing (etiq.datasets.bias_dataset.BiasDataset property) (etiq.datasets.BiasDataset property) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset property) (etiq.datasets.pandas.BiasPandasDataset property) protected_training (etiq.datasets.bias_dataset.BiasDataset property) (etiq.datasets.BiasDataset property) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset property) (etiq.datasets.pandas.BiasPandasDataset property) protected_validation (etiq.datasets.bias_dataset.BiasDataset property) (etiq.datasets.BiasDataset property) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset property) (etiq.datasets.pandas.BiasPandasDataset property) proxy_calculation_for_type() (in module etiq) psi() (in module etiq.drift_measures)

Q

quantiles() (etiq.datasets.abstract_dataset.AbstractDataset method) (etiq.datasets.AbstractDataset method) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method)

query_eval() (in module etiq.datasets.pandas.base_pandas_dataset)

R

rankbiserial() (in module etiq.measures) record (etiq.scans.Issue attribute) register_histogram_handler() (in module etiq) reset() (etiq.etiq_dataissues.data_issues.DataIssueBuilder method) (etiq.etiq_dataissues.DataIssueBuilder method)

reset_correlation_measures() (in module etiq.measures) reset_metric_lists() (in module etiq.metrics) run_id (etiq.config.PipelineDetails attribute) (etiq.snapshots.Snapshot attribute)

S

safecorrcoef() (in module etiq.utils) save_obj() (in module etiq.utils) Scan (class in etiq.scans) scan_accuracy_metrics() (etiq.snapshots.Snapshot method) scan_accuracy_metrics_rca() (etiq.snapshots.Snapshot method) scan_bias_metrics() (etiq.snapshots.Snapshot method) scan_bias_metrics_rca() (etiq.snapshots.Snapshot method) scan_bias_sources() (etiq.snapshots.Snapshot method) scan_concept_drift_metrics() (etiq.snapshots.Snapshot method) scan_concept_drift_metrics_rca() (etiq.snapshots.Snapshot method) scan_data_changes() (etiq.snapshots.Snapshot method) scan_data_issues() (etiq.snapshots.Snapshot method) scan_demographic_leakage() (etiq.snapshots.Snapshot method) scan_drift_metrics() (etiq.snapshots.Snapshot method) scan_drift_metrics_rca() (etiq.snapshots.Snapshot method) scan_expectations() (etiq.snapshots.Snapshot method) scan_fingerprints() (etiq.snapshots.Snapshot method) scan_leakage() (etiq.snapshots.Snapshot method) scan_target_drift_metrics() (etiq.snapshots.Snapshot method) scan_target_drift_metrics_rca() (etiq.snapshots.Snapshot method) scan_target_leakage() (etiq.snapshots.Snapshot method) scan_target_leakage_comparison() (etiq.snapshots.Snapshot method) score() (etiq.model.BaseModel method) Segment (class in etiq.scans) segment (etiq.DataIssue attribute) (etiq.etiq_dataissues.data_issues.DataIssue attribute) (etiq.etiq_dataissues.DataIssue attribute) segment_count (etiq.scans.Aggregate attribute) segments (etiq.scans.Scan attribute) set_cache() (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method)

set_eval_cache() (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasPredictionCache method) (etiq.datasets.pandas.simple_pandas_dataset.SimplePandasPredictionCache method) significant_features (etiq.snapshots.Snapshot attribute) SimpleDataset (class in etiq.datasets) (class in etiq.datasets.simple_dataset) SimpleDatasetBuilder (class in etiq) (class in etiq.datasets) (class in etiq.datasets.builders) (class in etiq.datasets.builders.simple_dataset_builder) SimplePandasDataset (class in etiq.datasets.pandas) (class in etiq.datasets.pandas.simple_pandas_dataset) SimplePandasPredictionCache (class in etiq.datasets.pandas.simple_pandas_dataset) Snapshot (class in etiq.snapshots) SnapshotManager (class in etiq.snapshots) SnapshotStage (class in etiq) (class in etiq.snapshot_stage) SnapshotStatus (class in etiq) (class in etiq.snapshot_stage) SPARK (etiq.datasets.backend.DataBackend attribute) (etiq.datasets.DataBackend attribute) spearmans() (in module etiq.measures) split_dataset() (in module etiq.utils) stage (etiq.snapshots.Snapshot attribute) start_time (etiq.scans.Scan attribute) status (etiq.scans.Scan attribute) (etiq.snapshots.Snapshot attribute) str_index() (in module etiq.charting) (in module etiq.datasets.utils) success (etiq.expectations.ExpectationResult attribute)

T

target (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) target_categorical (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) target_name (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) target_testing (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) target_training (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property) target_validation (etiq.datasets.abstract_dataset.AbstractDataset property) (etiq.datasets.AbstractDataset property) (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin property)

TESTING (etiq.datasets.abstract_dataset.DatasetSegment attribute) (etiq.datasets.DatasetSegment attribute) threshold (etiq.expectations.ExpectationResult attribute) to_dataframe() (etiq.datasets.pandas.base_pandas_dataset.BasePandasDatasetMixin method) (etiq.datasets.pandas.bias_pandas_dataset.BiasPandasDataset method) (etiq.datasets.pandas.BiasPandasDataset method) TRAINING (etiq.datasets.abstract_dataset.DatasetSegment attribute) (etiq.datasets.DatasetSegment attribute) true_neg_rate() (in module etiq.metrics) true_pos_rate() (in module etiq.metrics) type (etiq.dataprofile.DataProfile attribute) (etiq.dataprofile.dataprofile.DataProfile attribute) (etiq.dataprofile.dataprofile.FeatureDataProfile attribute) (etiq.dataprofile.FeatureDataProfile attribute) (etiq.scans.Scan attribute)

U

unknown_features() (in module etiq.etiq_dataissues.utils) unprivileged (etiq.biasparams.BiasParams attribute) upper_threshold (etiq.scans.Aggregate attribute) (etiq.scans.Issue attribute)

use_config_for_missing_args() (in module etiq.config) use_config_section_for_missing_args() (in module etiq.config)

V

VALIDATION (etiq.datasets.abstract_dataset.DatasetSegment attribute) (etiq.datasets.DatasetSegment attribute) value (etiq.DataIssue attribute) (etiq.drift_measures.DriftMeasure attribute) (etiq.etiq_dataissues.data_issues.DataIssue attribute) (etiq.etiq_dataissues.DataIssue attribute) (etiq.measures.Measure attribute) (etiq.scans.Issue attribute)

volume (etiq.scans.Segment attribute) volume_percent_total (etiq.scans.Segment attribute)