Index

_

__init__() (seismometer.api.explore.ExplorationCohortOutcomeInterventionEvaluationWidget method) (seismometer.api.explore.ExplorationCohortSubclassEvaluationWidget method) (seismometer.api.explore.ExplorationMetricWidget method) (seismometer.api.explore.ExplorationModelSubgroupEvaluationWidget method) (seismometer.api.explore.ExplorationScoreComparisonByCohortWidget method) (seismometer.api.explore.ExplorationSubpopulationWidget method) (seismometer.api.explore.ExplorationTargetComparisonByCohortWidget method) (seismometer.api.explore.ExplorationWidget method) (seismometer.api.ExploreAnalyticsTable method) (seismometer.api.ExploreBinaryModelMetrics method) (seismometer.api.ExploreCohortEvaluation method) (seismometer.api.ExploreCohortHistograms method) (seismometer.api.ExploreCohortLeadTime method) (seismometer.api.ExploreCohortOrdinalMetrics method) (seismometer.api.ExploreCohortOutcomeInterventionTimes method) (seismometer.api.ExploreFairnessAudit method) (seismometer.api.ExploreModelEvaluation method) (seismometer.api.ExploreModelScoreComparison method) (seismometer.api.ExploreModelTargetComparison method) (seismometer.api.ExploreOrdinalMetrics method) (seismometer.api.ExploreSubgroups method) (seismometer.configuration.config.ConfigProvider method) (seismometer.core.decorators.DiskCachedFunction method) (seismometer.core.patterns.Singleton method) (seismometer.data.loader.SeismogramLoader method) (seismometer.seismogram.Seismogram method)

A

activate_exports() (in module seismometer.data.otel) aggregation_method (seismometer.configuration.model.Event attribute) as_percentages() (in module seismometer.data.performance) as_probabilities() (in module seismometer.data.performance)

assert_valid_performance_metrics_df() (in module seismometer.data.performance) assumed_types() (in module seismometer.data.loader.prediction) automation_config (seismometer.configuration.model.OtherInfo attribute) automation_file_path (seismometer.core.autometrics.AutomationManager attribute) AutomationManager (class in seismometer.core.autometrics)

C

calculate_bin_stats() (in module seismometer.data.performance) calculate_eval_ci() (in module seismometer.data.performance) calculate_nnt() (in module seismometer.data.performance) calibration() (in module seismometer.plot.mpl) censor_min_count (seismometer.configuration.model.DataUsage attribute) censor_threshold (seismometer.seismogram.Seismogram property) coerce_source_list() (seismometer.configuration.model.Event class method) cohort_attribute_count (seismometer.seismogram.Seismogram property) cohort_comparison_report() (in module seismometer.api) cohort_evaluation_vs_threshold() (in module seismometer.plot.mpl)

cohort_list() (in module seismometer.api) cohorts (seismometer.configuration.model.DataUsage attribute) cohorts_overlay() (in module seismometer.plot.mpl) cohorts_vertical() (in module seismometer.plot.mpl) compare_series() (in module seismometer.plot.mpl) comparison_time (seismometer.configuration.model.DataUsage attribute) ConfigFrameHook (in module seismometer.data.loader) ConfigOnlyHook (in module seismometer.data.loader) ConfigProvider (class in seismometer.configuration.config) context_id (seismometer.configuration.model.DataUsage attribute) create_cohorts() (seismometer.seismogram.Seismogram method)

D

data_dir (seismometer.configuration.model.OtherInfo attribute) dataframe (seismometer.seismogram.Seismogram property) deactivate_exports() (in module seismometer.data.otel) default_cohort_summaries() (in module seismometer.data.summaries) default_comparison() (seismometer.configuration.model.DataUsage class method) default_display_name() (seismometer.configuration.model.Cohort class method) (seismometer.configuration.model.DictionaryItem class method) (seismometer.configuration.model.Event class method)

definition (seismometer.configuration.model.DictionaryItem attribute) dictionary_types() (in module seismometer.data.loader.prediction) DiskCachedFunction (class in seismometer.core.decorators) display_name (seismometer.configuration.model.Cohort attribute) (seismometer.configuration.model.DictionaryItem attribute) (seismometer.configuration.model.Event attribute) download_example_dataset() (in module seismometer.api) dtype (seismometer.configuration.model.DictionaryItem attribute)

E

end_time (seismometer.seismogram.Seismogram property) entity_count (seismometer.seismogram.Seismogram property) entity_id (seismometer.configuration.model.DataUsage attribute) evaluation() (in module seismometer.plot.mpl) event_aggregation_method() (seismometer.seismogram.Seismogram method) event_definition (seismometer.configuration.model.OtherInfo attribute) event_merge_strategy() (seismometer.seismogram.Seismogram method) event_path (seismometer.configuration.model.OtherInfo attribute) event_score() (in module seismometer.data.pandas_helpers) event_table (seismometer.configuration.model.DataUsage attribute) event_time() (in module seismometer.data.pandas_helpers) event_types_count (seismometer.seismogram.Seismogram property) event_value() (in module seismometer.data.pandas_helpers) events (seismometer.configuration.model.DataUsage attribute) (seismometer.configuration.model.EventDictionary attribute) (seismometer.seismogram.Seismogram property) events_columns (seismometer.seismogram.Seismogram property) ExplorationCohortOutcomeInterventionEvaluationWidget (class in seismometer.api.explore) ExplorationCohortSubclassEvaluationWidget (class in seismometer.api.explore) ExplorationMetricWidget (class in seismometer.api.explore)

ExplorationModelSubgroupEvaluationWidget (class in seismometer.api.explore) ExplorationScoreComparisonByCohortWidget (class in seismometer.api.explore) ExplorationSubpopulationWidget (class in seismometer.api.explore) ExplorationTargetComparisonByCohortWidget (class in seismometer.api.explore) ExplorationWidget (class in seismometer.api.explore) ExploreAnalyticsTable (class in seismometer.api) ExploreBinaryModelMetrics (class in seismometer.api) ExploreCohortEvaluation (class in seismometer.api) ExploreCohortHistograms (class in seismometer.api) ExploreCohortLeadTime (class in seismometer.api) ExploreCohortOrdinalMetrics (class in seismometer.api) ExploreCohortOutcomeInterventionTimes (class in seismometer.api) ExploreFairnessAudit (class in seismometer.api) ExploreModelEvaluation (class in seismometer.api) ExploreModelScoreComparison (class in seismometer.api) ExploreModelTargetComparison (class in seismometer.api) ExploreOrdinalMetrics (class in seismometer.api) ExploreSubgroups (class in seismometer.api) export_automated_metrics() (in module seismometer.core.autometrics) export_config() (seismometer.core.autometrics.AutomationManager method)

F

feature_alerts() (in module seismometer.api) feature_count (seismometer.seismogram.Seismogram property)

feature_summary() (in module seismometer.api) features (seismometer.configuration.model.DataUsage attribute) find_bin_edges() (in module seismometer.data.cohorts)

G

generate_dictionary_from_parquet() (in module seismometer.api) get() (seismometer.configuration.model.EventDictionary method) (seismometer.configuration.model.PredictionDictionary method) get_cohort_data() (in module seismometer.data.cohorts)

get_cohort_performance_data() (in module seismometer.data.cohorts) get_function_from_export_name() (seismometer.core.autometrics.AutomationManager method) get_metric_config() (seismometer.core.autometrics.AutomationManager method) get_metric_creator() (in module seismometer.data.otel) get_model_scores() (in module seismometer.data.pandas_helpers)

H

has_good_binning() (in module seismometer.data.cohorts)

histogram_stacked() (in module seismometer.plot.mpl)

I

impute_val (seismometer.configuration.model.Event attribute) info_dir (seismometer.configuration.model.OtherInfo attribute)

initialize_otel_config() (in module seismometer.core.autometrics) is_allowed_export_function() (seismometer.core.autometrics.AutomationManager method) is_valid_event() (in module seismometer.data.pandas_helpers)

L

label_cohorts_categorical() (in module seismometer.data.cohorts) label_cohorts_numeric() (in module seismometer.data.cohorts) leadtime_violin() (in module seismometer.plot.mpl) load_automation_config() (seismometer.core.autometrics.AutomationManager method) load_data() (seismometer.data.loader.SeismogramLoader method) (seismometer.seismogram.Seismogram method)

load_metric_config() (seismometer.core.autometrics.AutomationManager method) loader_factory() (in module seismometer.data.loader) log_by_cohort() (seismometer.data.metric_apis.RealOpenTelemetryRecorder method) log_by_column() (seismometer.data.metric_apis.RealOpenTelemetryRecorder method)

M

merge_onto_predictions() (in module seismometer.data.loader.event) merge_strategy (seismometer.configuration.model.Event attribute) merge_windowed_event() (in module seismometer.data.pandas_helpers)

MergeFramesHook (in module seismometer.data.loader) metadata_path (seismometer.configuration.model.OtherInfo attribute) metric_vs_threshold() (in module seismometer.plot.mpl) metrics (seismometer.configuration.model.DataUsage attribute)

N

name (seismometer.configuration.model.DictionaryItem attribute)

O

offset_hr (seismometer.configuration.model.Event attribute) output (seismometer.seismogram.Seismogram property)

output_path (seismometer.seismogram.Seismogram property) outputs (seismometer.configuration.model.DataUsage attribute)

P

parquet_loader() (in module seismometer.data.loader.event) (in module seismometer.data.loader.prediction) performance_metrics() (in module seismometer.plot.mpl) plot_binary_classifier_metrics() (in module seismometer.api) plot_cohort_evaluation() (in module seismometer.api) plot_cohort_hist() (in module seismometer.api) plot_leadtime_enc() (in module seismometer.api) plot_model_evaluation() (in module seismometer.api) plot_trend_intervention_outcome() (in module seismometer.api) populate_metrics() (seismometer.data.metric_apis.RealOpenTelemetryRecorder method)

post_process_event() (in module seismometer.data.pandas_helpers) post_transform_fn() (in module seismometer.data.loader.event) ppv_vs_sensitivity() (in module seismometer.plot.mpl) predict_time (seismometer.configuration.model.DataUsage attribute) prediction_count (seismometer.seismogram.Seismogram property) prediction_definition (seismometer.configuration.model.OtherInfo attribute) prediction_path (seismometer.configuration.model.OtherInfo attribute) predictions (seismometer.configuration.model.PredictionDictionary attribute) preview_automation() (seismometer.core.autometrics.AutomationManager method) primary_output (seismometer.configuration.model.DataUsage attribute) primary_target (seismometer.configuration.model.DataUsage attribute)

R

RealOpenTelemetryRecorder (class in seismometer.data.metric_apis) recall_condition() (in module seismometer.plot.mpl) reduce_cohorts_to_unique_names() (seismometer.configuration.model.DataUsage class method)

reduce_events_to_unique_names() (seismometer.configuration.model.DataUsage class method) render_as_svg() (in module seismometer.plot.mpl.decorators) resolve_cohorts() (in module seismometer.data.cohorts) resolve_col_data() (in module seismometer.data.cohorts)

S

score_bins() (seismometer.seismogram.Seismogram method) score_target_cohort_summaries() (in module seismometer.data.summaries) Seismogram (class in seismometer.seismogram) SeismogramLoader (class in seismometer.data.loader) show_cohort_summaries() (in module seismometer.api) show_info() (in module seismometer.api) singleROC() (in module seismometer.plot.mpl)

Singleton (class in seismometer.core.patterns) source (seismometer.configuration.model.Cohort attribute) (seismometer.configuration.model.Event attribute) splits (seismometer.configuration.model.Cohort attribute) start_time (seismometer.seismogram.Seismogram property) store_call_parameters() (in module seismometer.core.autometrics) store_call_params() (seismometer.core.autometrics.AutomationManager method)

T

target (seismometer.seismogram.Seismogram property) target_cols (seismometer.seismogram.Seismogram property) target_event (seismometer.seismogram.Seismogram property) target_feature_summary() (in module seismometer.api)

template (seismometer.configuration.model.OtherInfo attribute) time (seismometer.configuration.model.EventTableMap attribute) time_zero (seismometer.seismogram.Seismogram property) try_casting() (in module seismometer.data.pandas_helpers) type (seismometer.configuration.model.EventTableMap attribute)

U

usage (seismometer.configuration.model.Event attribute)

usage_config (seismometer.configuration.model.OtherInfo attribute)

V

value (seismometer.configuration.model.EventTableMap attribute)

W

window_hr (seismometer.configuration.model.Event attribute)