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.configuration.model.Cohort method) (seismometer.configuration.model.CohortHierarchy method) (seismometer.configuration.model.DataUsage method) (seismometer.configuration.model.DictionaryItem method) (seismometer.configuration.model.Event method) (seismometer.configuration.model.EventDictionary method) (seismometer.configuration.model.EventTableMap method) (seismometer.configuration.model.FilterConfig method) (seismometer.configuration.model.FilterRange method) (seismometer.configuration.model.OtherInfo method) (seismometer.configuration.model.PredictionDictionary method) (seismometer.core.decorators.DiskCachedFunction method) (seismometer.core.patterns.Singleton method) (seismometer.data.loader.pipeline.SeismogramLoader method) (seismometer.data.telemetry.RealOpenTelemetryRecorder method) (seismometer.seismogram.Seismogram method)

A

activate_exports() (in module seismometer.data.otel) 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_threshold (seismometer.seismogram.Seismogram property) Cohort (class in seismometer.configuration.model) 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) CohortHierarchy (class in seismometer.configuration.model) cohorts_overlay() (in module seismometer.plot.mpl) cohorts_vertical() (in module seismometer.plot.mpl) compare_series() (in module seismometer.plot.mpl) ConfigFrameHook (in module seismometer.data.loader.pipeline) ConfigOnlyHook (in module seismometer.data.loader.pipeline) ConfigProvider (class in seismometer.configuration.config) create_cohorts() (seismometer.seismogram.Seismogram method)

D

dataframe (seismometer.seismogram.Seismogram property) DataUsage (class in seismometer.configuration.model) deactivate_exports() (in module seismometer.data.otel) default_cohort_summaries() (in module seismometer.data.summaries)

dictionary_types() (in module seismometer.data.loader.prediction) DictionaryItem (class in seismometer.configuration.model) DiskCachedFunction (class in seismometer.core.decorators) download_example_dataset() (in module seismometer.api)

E

end_time (seismometer.seismogram.Seismogram property) entity_count (seismometer.seismogram.Seismogram property) evaluation() (in module seismometer.plot.mpl) Event (class in seismometer.configuration.model) event_aggregation_method() (seismometer.seismogram.Seismogram method) event_merge_strategy() (seismometer.seismogram.Seismogram method) event_score() (in module seismometer.data.pandas_helpers) event_time() (in module seismometer.data.pandas_helpers) event_types_count (seismometer.seismogram.Seismogram property) event_value() (in module seismometer.data.pandas_helpers) EventDictionary (class in seismometer.configuration.model) events (seismometer.seismogram.Seismogram property) events_columns (seismometer.seismogram.Seismogram property) EventTableMap (class in seismometer.configuration.model) 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)

F

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

FilterConfig (class in seismometer.configuration.model) FilterRange (class in seismometer.configuration.model) find_bin_edges() (in module seismometer.data.cohorts)

G

generate_dictionary_from_parquet() (in module seismometer.api) get_cohort_data() (in module seismometer.data.cohorts)

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

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

M

merge_onto_predictions() (in module seismometer.data.loader.event) merge_windowed_event() (in module seismometer.data.pandas_helpers)

MergeFramesHook (in module seismometer.data.loader.pipeline) metric_vs_threshold() (in module seismometer.plot.mpl)

O

OtherInfo (class in seismometer.configuration.model)

output (seismometer.seismogram.Seismogram property) output_path (seismometer.seismogram.Seismogram property)

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) 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) prediction_count (seismometer.seismogram.Seismogram property) PredictionDictionary (class in seismometer.configuration.model)

R

RealOpenTelemetryRecorder (class in seismometer.data.telemetry) recall_condition() (in module seismometer.plot.mpl)

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.pipeline)

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) 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) time_zero (seismometer.seismogram.Seismogram property) try_casting() (in module seismometer.data.pandas_helpers)