Index

A

ACCURACY (datastories.classification.FeatureRankingMetric attribute) add_constraint() (datastories.optimization.OptimizationSpecification method) add_model_validation() (datastories.story.predict_kpis.Story method) add_note() (datastories.api.IStory method) (datastories.api.IStoryDeprecated method) (datastories.story.StoryBase method) add_objective() (datastories.optimization.OptimizationSpecification method)

add_slide() (datastories.api.SlideDeck method) AggregatedReporter (class in datastories.display) as_index() (datastories.data.OutlierResult method) as_itemgetter() (datastories.data.OutlierResult method) assert_alive() (datastories.core.utils.ManagedObject method) AtLeast (class in datastories.optimization) AtMost (class in datastories.optimization)

B

base_model (datastories.model.BasePredictor attribute) (datastories.story.predict_kpis.Story attribute) (datastories.story.predict_kpis.StoryRun attribute) (datastories.story.predict_single_kpi.Story attribute) (datastories.story.predict_single_kpi.StoryRun attribute)

BaseConverter (class in datastories.data) BasePrediction (class in datastories.model) BasePredictor (class in datastories.model) best_run (datastories.story.predict_kpis.Story attribute) BoolConverter (class in datastories.data)

C

calc_stats() (datastories.data.ColumnStatistics method) (datastories.data.TableStatistics method) CATEGORICAL (datastories.data.RangeType attribute) categories (datastories.model.VariableInfo attribute) check_data_health() (in module datastories.story) ClassificationPlot (class in datastories.visualization) ClassificationPlotSettings (class in datastories.visualization) clear_note() (datastories.api.IStory method) (datastories.api.IStoryDeprecated method) (datastories.story.StoryBase method) clear_notes() (datastories.api.IStory method) (datastories.api.IStoryDeprecated method) (datastories.story.StoryBase method) clear_slides() (datastories.api.SlideDeck method) clip_to_iqr() (datastories.data.OutlierResult method) cols (datastories.data.DataFrame attribute) column() (datastories.correlation.CorrelationResult method) columns (datastories.correlation.CorrelationResult attribute) (datastories.data.DataFrame attribute) ColumnStatistics (class in datastories.data)

ColumnType (class in datastories.data) compute_correlations() (in module datastories.correlation) compute_outliers() (in module datastories.data) compute_prototypes() (in module datastories.correlation) compute_summary() (in module datastories.data) Conclusions (class in datastories.visualization) conclusions (datastories.story.predict_kpis.Story attribute) ConclusionsSettings (class in datastories.visualization) ConfusionMatrix (class in datastories.visualization) ConfusionMatrixSettings (class in datastories.visualization) constraints (datastories.optimization.OptimizationSpecification attribute) ConversionError (class in datastories.api.errors) correlation_browser (datastories.story.predict_kpis.StoryRun attribute) (datastories.story.predict_single_kpi.StoryRun attribute) correlation_browser() (in module datastories.visualization) CorrelationBrowser (class in datastories.visualization) CorrelationBrowserSettings (class in datastories.visualization) CorrelationInfo (class in datastories.correlation) CorrelationResult (class in datastories.correlation) create_optimizer() (in module datastories.optimization) create_story() (datastories.story.StoryBase class method)

D

data_health (datastories.story.predict_kpis.Story attribute) data_overview (datastories.story.predict_kpis.Story attribute) data_summary (datastories.story.check_data_health.Story attribute) data_to_file() (in module datastories.data) DataFrame (class in datastories.data) DataHealth (class in datastories.visualization) DataHealthSettings (class in datastories.visualization) datastories.classification (module) datastories.correlation (module) datastories.data (module) datastories.display (module) datastories.license (module) datastories.model (module) datastories.optimization (module) datastories.optimization.OptimizationDirection (class in datastories.optimization) datastories.story (module)

datastories.visualization (module) DatastoriesError (class in datastories.api.errors) DataSummaryResult (class in datastories.data) DataSummaryTable (class in datastories.visualization) DataSummaryTableSettings (class in datastories.visualization) DataType (class in datastories.data) DATE (datastories.data.ColumnType attribute) (datastories.data.DataType attribute) DateConverter (class in datastories.data) default_license_path (datastories.license.LicenseManager attribute) detect_column_types() (in module datastories.data) driver_overview (datastories.story.predict_kpis.StoryRun attribute) driver_overview() (in module datastories.visualization) DriverOverview (class in datastories.visualization) DriverOverviewSettings (class in datastories.visualization) drivers (datastories.visualization.WhatIfs attribute)

E

error_plot (datastories.model.SingleKpiPredictionResult attribute) (datastories.model.SingleKpiPredictor attribute) ErrorPlot (class in datastories.visualization)

ErrorPlotSettings (class in datastories.visualization) evaluation_data (datastories.model.PredictionResult attribute) ExportableMixin (class in datastories.core.utils) ExternalDataConnectionError (class in datastories.api.errors)

F

failed_kpis (datastories.story.predict_kpis.Story attribute) FallbackConverter (class in datastories.data) FAR_OUTLIER_HIGH (datastories.api.OutlierType attribute) FAR_OUTLIER_LOW (datastories.api.OutlierType attribute) feature_ranks (datastories.classification.FeatureRankResult attribute) FeatureRankingMetric (class in datastories.classification)

FeatureRankResult (class in datastories.classification) FeatureRanksTable (class in datastories.visualization) FeatureRanksTableSettings (class in datastories.visualization) file_to_pandas() (in module datastories.data) FloatConverter (class in datastories.data) FormatError (class in datastories.api.errors) from_pandas (datastories.data.DataFrame attribute)

G

get (datastories.data.DataFrame attribute) get_activation_info() (in module datastories.api) get_columns() (in module datastories.data) get_name() (datastories.data.DataFrame method)

get_progress_bar() (in module datastories.display) get_type (datastories.data.DataFrame attribute) get_version() (in module datastories.api) goto_slide() (datastories.api.SlideDeck method)

H

has_slides() (datastories.api.SlideDeck method)

header (datastories.display.AggregatedReporter attribute) (datastories.display.ProgressReporter attribute)

I

IAnalysisResult (class in datastories.api) IConsole (class in datastories.api) increment() (datastories.display.ProgressCounter method) (datastories.display.ProgressReporter method) index (datastories.model.VariableInfo attribute) info (datastories.api.IStory attribute) info() (datastories.story.StoryBase method) InInterval (class in datastories.optimization) init_graphics() (in module datastories.display) initialize() (datastories.license.LicenseManager method) inputs (datastories.model.Model attribute) insert_slide() (datastories.api.SlideDeck method) IntConverter (class in datastories.data) INTEGER (datastories.data.ColumnType attribute) (datastories.data.DataType attribute) INTERVAL (datastories.data.RangeType attribute) IPrediction (class in datastories.api) IPredictiveModel (class in datastories.api)

IProgressObserver (class in datastories.api) is_categorical (datastories.optimization.VariableRange attribute) is_compatible() (datastories.api.IStory static method) (datastories.api.IStoryDeprecated static method) (datastories.story.StoryBase static method) is_complete (datastories.optimization.OptimizationResult attribute) (datastories.story.StoryBase attribute) is_feasible (datastories.optimization.OptimizationResult attribute) is_granted() (datastories.license.LicenseManager method) is_input (datastories.model.VariableInfo attribute) is_numeric (datastories.optimization.VariableRange attribute) is_ok (datastories.license.LicenseManager attribute) (datastories.story.StoryBase attribute) is_test (datastories.model.SingleKpiPredictionResult attribute) IsEqual (class in datastories.optimization) ISlide (class in datastories.api) IStory (class in datastories.api) IStoryDeprecated (class in datastories.api)

K

kpis (datastories.model.PredictionResult attribute)

L

LicenseError (class in datastories.api.errors) LicenseManager (class in datastories.license) load (datastories.data.DataFrame attribute) load() (datastories.api.IStory class method) (datastories.api.IStoryDeprecated static method) (datastories.correlation.CorrelationResult static method) (datastories.data.DataSummaryResult static method) (datastories.model.PredictionResult static method) (datastories.story.StoryBase class method) (datastories.story.predict_single_kpi.Story class method) (in module datastories.story)

log() (datastories.api.IConsole method) (datastories.display.AggregatedReporter method) (datastories.display.ProgressReporter method)

M

make_independent() (datastories.core.utils.StorageBackedObject method) ManagedObject (class in datastories.core.utils) mapper_get() (datastories.data.DataFrame method) max (datastories.model.VariableInfo attribute) (datastories.optimization.VariableRange attribute) Maximize (class in datastories.optimization) maximize() (datastories.model.BasePredictor method) (datastories.optimization.pso.Optimizer method) (datastories.visualization.WhatIfs method) metrics (datastories.api.IPrediction attribute) (datastories.api.IPredictiveModel attribute) (datastories.api.IStory attribute) (datastories.api.IStoryDeprecated attribute) (datastories.data.DataSummaryResult attribute) (datastories.data.OutlierResult attribute) (datastories.model.BasePredictor attribute) (datastories.model.MultiKpiPredictionResult attribute) (datastories.model.MultiKpiPredictor attribute) (datastories.model.MultiKpiPredictorInfo attribute) (datastories.model.PredictionResult attribute) (datastories.model.SingleKpiPredictionResult attribute) (datastories.model.SingleKpiPredictor attribute) (datastories.model.SingleKpiPredictorInfo attribute) (datastories.story.StoryBase attribute) (datastories.story.predict_kpis.StoryRun attribute) (datastories.story.predict_single_kpi.Story attribute) (datastories.story.predict_single_kpi.StoryRun attribute)

min (datastories.model.VariableInfo attribute) (datastories.optimization.VariableRange attribute) Minimize (class in datastories.optimization) minimize() (datastories.model.BasePredictor method) (datastories.optimization.pso.Optimizer method) (datastories.visualization.WhatIfs method) MIXED (datastories.data.ColumnType attribute) Model (class in datastories.model) model (datastories.story.predict_kpis.Story attribute) (datastories.story.predict_kpis.StoryRun attribute) (datastories.story.predict_single_kpi.Story attribute) (datastories.story.predict_single_kpi.StoryRun attribute) model_validation (datastories.story.predict_kpis.Story attribute) MultiKpiPredictionResult (class in datastories.model) MultiKpiPredictor (class in datastories.model) MultiKpiPredictorInfo (class in datastories.model)

N

NanConverter (class in datastories.data) next_slide() (datastories.api.SlideDeck method) NO_OUTLIER (datastories.api.OutlierType attribute) normalize_column_names() (in module datastories.data)

notes (datastories.api.IStory attribute) (datastories.api.IStoryDeprecated attribute) (datastories.story.StoryBase attribute) NUMERIC (datastories.data.ColumnType attribute) (datastories.data.DataType attribute)

O

ObjectError (class in datastories.api.errors) objectives (datastories.optimization.OptimizationSpecification attribute) on_progress() (datastories.api.IProgressObserver method) (datastories.display.AggregatedReporter method) (datastories.display.ProgressReporter method) OptimizationResult (class in datastories.optimization) OptimizationSpecification (class in datastories.optimization) optimize() (datastories.model.BasePredictor method) (datastories.optimization.pso.Optimizer method) Optimizer (class in datastories.optimization.pso)

OptimizerType (class in datastories.optimization) optimum (datastories.optimization.OptimizationResult attribute) ORDINAL (datastories.data.RangeType attribute) OUTLIER_HIGH (datastories.api.OutlierType attribute) OUTLIER_LOW (datastories.api.OutlierType attribute) OutlierPlotSettings (class in datastories.visualization) OutlierResult (class in datastories.data) outliers (datastories.story.predict_kpis.StoryRun attribute) OutlierType (class in datastories.api) OutlierXPlot (class in datastories.visualization) outputs (datastories.model.Model attribute)

P

pairwise_plots (datastories.story.predict_kpis.Story attribute) ParserError (class in datastories.api.errors) PARTICLE_SWARM (datastories.optimization.OptimizerType attribute) plot() (datastories.api.IAnalysisResult method) (datastories.model.Model method) (datastories.model.SingleKpiPredictionResult method) (datastories.model.SingleKpiPredictor method) (datastories.visualization.ClassificationPlot method) (datastories.visualization.Conclusions method) (datastories.visualization.ConfusionMatrix method) (datastories.visualization.CorrelationBrowser method) (datastories.visualization.DataHealth method) (datastories.visualization.DataSummaryTable method) (datastories.visualization.DriverOverview method) (datastories.visualization.ErrorPlot method) (datastories.visualization.FeatureRanksTable method) (datastories.visualization.OutlierXPlot method) (datastories.visualization.PredictedVsActual method) (datastories.visualization.PrototypeTable method) (datastories.visualization.VisualizableMixin method) (datastories.visualization.WhatIfs method)

predict() (datastories.api.IPredictiveModel method) (datastories.model.BasePredictor method) (datastories.model.Model method) (datastories.model.MultiKpiPredictor method) (datastories.model.SingleKpiPredictor method) predict_from_model() (in module datastories.model) predict_kpis() (in module datastories.story) predict_single_kpi() (in module datastories.story) PredictedVsActual (class in datastories.visualization) PredictedVsActualSettings (class in datastories.visualization) PredictionResult (class in datastories.model) prepare_data_frame() (in module datastories.data) progress (datastories.display.ProgressReporter attribute) ProgressBar (class in datastories.story.predict_kpis) ProgressCounter (class in datastories.display) ProgressReporter (class in datastories.display) Prototype (class in datastories.correlation) PrototypeResult (class in datastories.correlation) prototypes (datastories.correlation.PrototypeResult attribute) PrototypeTable (class in datastories.visualization) PrototypeTableSettings (class in datastories.visualization)

R

range_type (datastories.model.VariableInfo attribute) RangeType (class in datastories.data) rank_features() (in module datastories.classification) RankingSplit (class in datastories.classification) read_csv (datastories.data.DataFrame attribute) rebuild() (datastories.model.SingleKpiPredictor method) record_info_columns (datastories.model.PredictionResult attribute) record_info_labels (datastories.story.predict_kpis.Story attribute) reinitialize() (datastories.license.LicenseManager method) release() (datastories.core.utils.ManagedObject method) (datastories.license.LicenseManager method) report() (datastories.display.ProgressReporter method)

reset() (datastories.api.IStory method) (datastories.data.OutlierResult method) (datastories.display.AggregatedReporter method) (datastories.story.StoryBase method) (datastories.story.predict_kpis.Story method) rows (datastories.data.DataFrame attribute) run() (datastories.api.IStory method) (datastories.story.StoryBase method) (datastories.story.predict_kpis.Story method) run_overview (datastories.story.predict_kpis.Story attribute) (datastories.story.predict_single_kpi.Story attribute) runs (datastories.story.predict_kpis.Story attribute) (datastories.story.predict_single_kpi.Story attribute)

S

save() (datastories.api.IStory method) (datastories.api.IStoryDeprecated method) (datastories.correlation.CorrelationResult method) (datastories.data.DataFrame method) (datastories.data.DataSummaryResult method) (datastories.model.Model method) (datastories.model.PredictionResult method) (datastories.story.StoryBase method) (datastories.story.predict_kpis.Story method) (datastories.story.predict_single_kpi.Story method) select() (datastories.classification.FeatureRankResult method) (datastories.correlation.PrototypeResult method) (datastories.data.DataSummaryResult method) selected (datastories.classification.FeatureRankResult attribute) (datastories.correlation.PrototypeResult attribute) (datastories.data.DataSummaryResult attribute) set_float (datastories.data.DataFrame attribute) set_int (datastories.data.DataFrame attribute) set_name() (datastories.data.DataFrame method) set_string (datastories.data.DataFrame attribute) SingleKpiPredictionResult (class in datastories.model) SingleKpiPredictor (class in datastories.model) SingleKpiPredictorInfo (class in datastories.model) slide (datastories.api.ISlide attribute) SlideDeck (class in datastories.api) slides (datastories.api.SlideDeck attribute) start() (datastories.display.ProgressCounter method) (datastories.display.ProgressReporter method)

state (datastories.display.ProgressReporter attribute) stats (datastories.api.IStory attribute) (datastories.data.DataSummaryResult attribute) (datastories.model.BasePredictor attribute) (datastories.model.PredictionResult attribute) (datastories.story.check_data_health.Story attribute) (datastories.story.predict_kpis.Story attribute) (datastories.story.predict_kpis.StoryRun attribute) stop() (datastories.display.ProgressCounter method) (datastories.display.ProgressReporter method) StorageBackedObject (class in datastories.core.utils) Story (class in datastories.story.check_data_health) (class in datastories.story.predict_kpis) (class in datastories.story.predict_single_kpi) Story.ProcessingStage (class in datastories.story.check_data_health) (class in datastories.story.predict_kpis) StoryBase (class in datastories.story) StoryBase.ProcessingStage (class in datastories.story) StoryDataLoadingError (class in datastories.api.errors) StoryDataPreparationError (class in datastories.api.errors) StoryError (class in datastories.api.errors) StoryInterrupted (class in datastories.api.errors) StoryProcessingError (class in datastories.api.errors) StoryRun (class in datastories.story.predict_kpis) (class in datastories.story.predict_single_kpi) STRING (datastories.data.ColumnType attribute) (datastories.data.DataType attribute) StringConverter (class in datastories.data) Sum (class in datastories.optimization)

T

TableStatistics (class in datastories.data) timeout() (datastories.display.ProgressCounter method) to_cpp() (datastories.api.IPredictiveModel method) (datastories.model.BasePredictor method) (datastories.model.Model method) to_csv() (datastories.api.IAnalysisResult method) (datastories.core.utils.ExportableMixin method) (datastories.data.OutlierResult method) (datastories.model.PredictionResult method) (datastories.story.predict_kpis.StoryRun method) (datastories.story.predict_single_kpi.Story method) (datastories.story.predict_single_kpi.StoryRun method) to_ds_pandas() (in module datastories.data) to_excel() (datastories.api.IAnalysisResult method) (datastories.api.IPredictiveModel method) (datastories.classification.FeatureRankResult method) (datastories.core.utils.ExportableMixin method) (datastories.correlation.CorrelationResult method) (datastories.correlation.PrototypeResult method) (datastories.data.OutlierResult method) (datastories.model.BasePredictor method) (datastories.model.Model method) (datastories.model.PredictionResult method) (datastories.story.predict_kpis.StoryRun method) (datastories.story.predict_single_kpi.Story method) (datastories.story.predict_single_kpi.StoryRun method) to_html() (datastories.api.IAnalysisResult method) (datastories.model.MultiKpiPredictionResult method) (datastories.model.MultiKpiPredictor method) (datastories.model.SingleKpiPredictionResult method) (datastories.model.SingleKpiPredictor method) (datastories.story.check_data_health.Story method) (datastories.story.predict_kpis.Story method) (datastories.story.predict_kpis.StoryRun method) (datastories.story.predict_single_kpi.Story method) (datastories.story.predict_single_kpi.StoryRun method) (datastories.visualization.Conclusions method) (datastories.visualization.ConfusionMatrix method) (datastories.visualization.CorrelationBrowser method) (datastories.visualization.DataHealth method) (datastories.visualization.DataSummaryTable method) (datastories.visualization.DriverOverview method) (datastories.visualization.ErrorPlot method) (datastories.visualization.FeatureRanksTable method) (datastories.visualization.OutlierXPlot method) (datastories.visualization.PredictedVsActual method) (datastories.visualization.PrototypeTable method) (datastories.visualization.VisualizableMixin method) (datastories.visualization.WhatIfs method)

to_json() (datastories.correlation.CorrelationResult method) to_matlab() (datastories.api.IPredictiveModel method) (datastories.model.BasePredictor method) (datastories.model.Model method) to_pandas() (datastories.api.IAnalysisResult method) (datastories.classification.FeatureRankResult method) (datastories.correlation.CorrelationResult method) (datastories.correlation.PrototypeResult method) (datastories.data.DataFrame method) (datastories.data.DataSummaryResult method) (datastories.data.OutlierResult method) (datastories.model.BasePrediction method) (datastories.model.PredictionResult method) (datastories.optimization.OptimizationResult method) (datastories.story.check_data_health.Story method) (datastories.story.predict_kpis.StoryRun method) (datastories.story.predict_single_kpi.Story method) (datastories.story.predict_single_kpi.StoryRun method) to_py() (datastories.api.IPredictiveModel method) (datastories.model.BasePredictor method) (datastories.model.Model method) to_r() (datastories.api.IPredictiveModel method) (datastories.model.BasePredictor method) (datastories.model.Model method) to_txt() (datastories.api.IAnalysisResult method) type (datastories.model.SingleKpiPredictorInfo attribute) (datastories.model.VariableInfo attribute) TypeNotRecognized (class in datastories.api.errors) TypeNotSupported (class in datastories.api.errors)

U

UNKNOWN (datastories.data.ColumnType attribute) UNKOWN (datastories.data.DataType attribute)

UNSPECIFIED (datastories.data.RangeType attribute) update() (datastories.data.OutlierResult method) updated (datastories.data.OutlierResult attribute)

V

ValidationError (class in datastories.api.errors) value (datastories.optimization.VariableRange attribute) values (datastories.model.MultiKpiPredictionResult attribute) (datastories.model.PredictionResult attribute) (datastories.model.SingleKpiPredictionResult attribute) VariableInfo (class in datastories.model) VariableMapper (class in datastories.optimization) VariableRange (class in datastories.optimization) variables (datastories.model.Model attribute) VariableSpec (class in datastories.optimization)

vis_settings (datastories.model.SingleKpiPredictionResult attribute) (datastories.model.SingleKpiPredictor attribute) (datastories.visualization.VisualizableMixin attribute) VisualizableMixin (class in datastories.visualization) visualization (datastories.classification.FeatureRankResult attribute) (datastories.correlation.CorrelationResult attribute) (datastories.correlation.PrototypeResult attribute) (datastories.data.DataSummaryResult attribute) (datastories.data.OutlierResult attribute) (datastories.visualization.VisualizableMixin attribute) VisualizationError (class in datastories.api.errors)

W

what_ifs (datastories.story.predict_kpis.StoryRun attribute) (datastories.story.predict_single_kpi.StoryRun attribute) what_ifs() (in module datastories.visualization)

WhatIfs (class in datastories.visualization) WhatIfsSettings (class in datastories.visualization) wide_screen() (in module datastories.display)