Index

A

actual_return (impact_engine_orchestrator.contracts.report.OutcomeReport attribute)

allocate_stage (impact_engine_orchestrator.config.PipelineConfig attribute) AllocateResult (class in impact_engine_orchestrator.contracts.allocate)

B

budget (impact_engine_orchestrator.config.PipelineConfig attribute)

budget_allocated (impact_engine_orchestrator.contracts.allocate.AllocateResult attribute) (impact_engine_orchestrator.contracts.report.OutcomeReport attribute)

C

ci_lower (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) ci_upper (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) component (impact_engine_orchestrator.config.StageConfig attribute)

confidence (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) confidence_score (impact_engine_orchestrator.contracts.report.OutcomeReport attribute) cost (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) cost_to_scale (impact_engine_orchestrator.config.InitiativeConfig attribute)

D

diagnostics (impact_engine_orchestrator.contracts.measure.MeasureResult attribute)

E

effect_estimate (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) evaluate_stage (impact_engine_orchestrator.config.PipelineConfig attribute) EvaluateResult (class in impact_engine_orchestrator.contracts.evaluate)

execute() (impact_engine_orchestrator.components.base.PipelineComponent method) (impact_engine_orchestrator.components.base.PipelineComponentProtocol method) EXPERIMENT (impact_engine_orchestrator.contracts.types.ModelType attribute)

F

from_config() (impact_engine_orchestrator.orchestrator.Orchestrator class method)

I

impact_engine_orchestrator.components.base module impact_engine_orchestrator.config module impact_engine_orchestrator.contracts.allocate module impact_engine_orchestrator.contracts.evaluate module impact_engine_orchestrator.contracts.measure module impact_engine_orchestrator.contracts.report module

impact_engine_orchestrator.contracts.types module impact_engine_orchestrator.orchestrator module initiative_id (impact_engine_orchestrator.config.InitiativeConfig attribute) (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) (impact_engine_orchestrator.contracts.report.OutcomeReport attribute) InitiativeConfig (class in impact_engine_orchestrator.config) initiatives (impact_engine_orchestrator.config.PipelineConfig attribute) INTERRUPTED_TIME_SERIES (impact_engine_orchestrator.contracts.types.ModelType attribute)

K

kwargs (impact_engine_orchestrator.config.StageConfig attribute)

L

load_config() (in module impact_engine_orchestrator.config)

M

max_workers (impact_engine_orchestrator.config.PipelineConfig attribute) measure_config (impact_engine_orchestrator.config.InitiativeConfig attribute) measure_stage (impact_engine_orchestrator.config.PipelineConfig attribute) MeasureResult (class in impact_engine_orchestrator.contracts.measure) METRICS_APPROXIMATION (impact_engine_orchestrator.contracts.types.ModelType attribute) model_type (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) (impact_engine_orchestrator.contracts.report.OutcomeReport attribute) ModelType (class in impact_engine_orchestrator.contracts.types)

module impact_engine_orchestrator.components.base impact_engine_orchestrator.config impact_engine_orchestrator.contracts.allocate impact_engine_orchestrator.contracts.evaluate impact_engine_orchestrator.contracts.measure impact_engine_orchestrator.contracts.report impact_engine_orchestrator.contracts.types impact_engine_orchestrator.orchestrator

N

NEAREST_NEIGHBOUR_MATCHING (impact_engine_orchestrator.contracts.types.ModelType attribute)

O

OBSERVATIONAL (impact_engine_orchestrator.contracts.types.ModelType attribute)

Orchestrator (class in impact_engine_orchestrator.orchestrator) OutcomeReport (class in impact_engine_orchestrator.contracts.report)

P

p_value (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) PipelineComponent (class in impact_engine_orchestrator.components.base) PipelineComponentProtocol (class in impact_engine_orchestrator.components.base)

PipelineConfig (class in impact_engine_orchestrator.config) predicted_return (impact_engine_orchestrator.contracts.report.OutcomeReport attribute) predicted_returns (impact_engine_orchestrator.contracts.allocate.AllocateResult attribute) prediction_error (impact_engine_orchestrator.contracts.report.OutcomeReport attribute)

Q

QUASI_EXPERIMENT (impact_engine_orchestrator.contracts.types.ModelType attribute)

R

return_best (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) return_median (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute)

return_worst (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) run() (impact_engine_orchestrator.orchestrator.Orchestrator method)

S

sample_size (impact_engine_orchestrator.contracts.evaluate.EvaluateResult attribute) (impact_engine_orchestrator.contracts.measure.MeasureResult attribute) sample_size_pilot (impact_engine_orchestrator.contracts.report.OutcomeReport attribute) sample_size_scale (impact_engine_orchestrator.contracts.report.OutcomeReport attribute)

scale_sample_size (impact_engine_orchestrator.config.PipelineConfig attribute) selected_initiatives (impact_engine_orchestrator.contracts.allocate.AllocateResult attribute) StageConfig (class in impact_engine_orchestrator.config) SUBCLASSIFICATION (impact_engine_orchestrator.contracts.types.ModelType attribute) SYNTHETIC_CONTROL (impact_engine_orchestrator.contracts.types.ModelType attribute)

T

TIME_SERIES (impact_engine_orchestrator.contracts.types.ModelType attribute)