Index

_

__init__() (seismometer._api.ExploreCohortEvaluation method) (seismometer._api.ExploreCohortHistograms method) (seismometer._api.ExploreCohortLeadTime method) (seismometer._api.ExploreCohortOutcomeInterventionTimes method) (seismometer._api.ExploreModelEvaluation method) (seismometer._api.ExploreModelScoreComparison method) (seismometer._api.ExploreModelTargetComparison method) (seismometer._api.ExploreSubgroups method) (seismometer.configuration.config.ConfigProvider method) (seismometer.controls.explore.ExplorationCohortOutcomeInterventionEvaluationWidget method) (seismometer.controls.explore.ExplorationCohortSubclassEvaluationWidget method) (seismometer.controls.explore.ExplorationModelSubgroupEvaluationWidget method) (seismometer.controls.explore.ExplorationScoreComparisonByCohortWidget method) (seismometer.controls.explore.ExplorationSubpopulationWidget method) (seismometer.controls.explore.ExplorationTargetComparisonByCohortWidget method) (seismometer.controls.explore.ExplorationWidget method) (seismometer.core.decorators.DiskCachedFunction method) (seismometer.core.patterns.Singleton method) (seismometer.data.loader.SeismogramLoader method) (seismometer.seismogram.Seismogram method)

A

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)

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) 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) 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.controls.explore) ExplorationCohortSubclassEvaluationWidget (class in seismometer.controls.explore) ExplorationModelSubgroupEvaluationWidget (class in seismometer.controls.explore) ExplorationScoreComparisonByCohortWidget (class in seismometer.controls.explore) ExplorationSubpopulationWidget (class in seismometer.controls.explore) ExplorationTargetComparisonByCohortWidget (class in seismometer.controls.explore) ExplorationWidget (class in seismometer.controls.explore) ExploreCohortEvaluation (class in seismometer._api) ExploreCohortHistograms (class in seismometer._api) ExploreCohortLeadTime (class in seismometer._api) ExploreCohortOutcomeInterventionTimes (class in seismometer._api) ExploreFairnessAudit (in module seismometer._api) ExploreModelEvaluation (class in seismometer._api) ExploreModelScoreComparison (class in seismometer._api) ExploreModelTargetComparison (class in seismometer._api) ExploreSubgroups (class in seismometer._api)

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.configuration.config_helpers) 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)

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) 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_data() (seismometer.data.loader.SeismogramLoader method) (seismometer.seismogram.Seismogram method) loader_factory() (in module seismometer.data.loader)

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) model_evaluation() (in module seismometer._api)

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_cohort_evaluation() (in module seismometer._api) plot_cohort_hist() (in module seismometer._api) plot_leadtime_enc() (in module seismometer._api) plot_trend_intervention_outcome() (in module seismometer._api) 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) primary_output (seismometer.configuration.model.DataUsage attribute) primary_target (seismometer.configuration.model.DataUsage attribute)

R

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)

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)