Index

_

__init__() (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method) (impact_engine_measure.metrics.manager.MetricsManager method) (impact_engine_measure.models.base.ModelResult method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput method) (impact_engine_measure.models.manager.FitOutput method) (impact_engine_measure.models.manager.ModelsManager method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method) (impact_engine_measure.results.MeasureJobResult method) (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.manager.StorageManager method)

A

artifact_paths (impact_engine_measure.models.manager.FitOutput attribute)

artifacts (impact_engine_measure.models.base.ModelResult attribute) ArtifactStoreAdapter (class in impact_engine_measure.storage.artifact_store_adapter)

B

business_metrics (impact_engine_measure.results.MeasureJobResult attribute)

C

CatalogSimulatorAdapter (class in impact_engine_measure.metrics.catalog_simulator.adapter) config (impact_engine_measure.results.MeasureJobResult attribute) connect() (impact_engine_measure.metrics.base.MetricsInterface method) (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method) (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method) (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method)

created_at (impact_engine_measure.results.MeasureJobResult attribute)

D

data (impact_engine_measure.models.base.ModelResult attribute) (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)

dependent_variable (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)

E

exog (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)

ExperimentAdapter (class in impact_engine_measure.models.experiment.adapter)

F

FileAdapter (class in impact_engine_measure.metrics.file.adapter) fit() (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method)

fit_model() (impact_engine_measure.models.manager.ModelsManager method) FitOutput (class in impact_engine_measure.models.manager) full_path() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method)

G

get_current_config() (impact_engine_measure.metrics.manager.MetricsManager method) (impact_engine_measure.models.manager.ModelsManager method) (impact_engine_measure.storage.manager.StorageManager method) get_fit_params() (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method)

get_job() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method) get_required_columns() (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method)

I

impact_engine_measure.engine module impact_engine_measure.metrics.base module impact_engine_measure.metrics.catalog_simulator.adapter module impact_engine_measure.metrics.file.adapter module impact_engine_measure.metrics.manager module impact_engine_measure.models.base module impact_engine_measure.models.experiment.adapter module impact_engine_measure.models.interrupted_time_series.adapter module impact_engine_measure.models.manager module

impact_engine_measure.models.metrics_approximation.adapter module impact_engine_measure.models.nearest_neighbour_matching.adapter module impact_engine_measure.models.subclassification.adapter module impact_engine_measure.models.synthetic_control.adapter module impact_engine_measure.results module impact_engine_measure.storage.artifact_store_adapter module impact_engine_measure.storage.base module impact_engine_measure.storage.manager module impact_results (impact_engine_measure.results.MeasureJobResult attribute) InterruptedTimeSeriesAdapter (class in impact_engine_measure.models.interrupted_time_series.adapter) intervention_date (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)

J

job_id (impact_engine_measure.results.MeasureJobResult attribute)

L

load_results() (in module impact_engine_measure.results)

M

measure_impact() (in module impact_engine_measure.engine) MeasureJobResult (class in impact_engine_measure.results) metadata (impact_engine_measure.models.base.ModelResult attribute) MetricsApproximationAdapter (class in impact_engine_measure.models.metrics_approximation.adapter) MetricsInterface (class in impact_engine_measure.metrics.base) MetricsManager (class in impact_engine_measure.metrics.manager) model_artifacts (impact_engine_measure.results.MeasureJobResult attribute) model_type (impact_engine_measure.models.base.ModelResult attribute) (impact_engine_measure.models.manager.FitOutput attribute) (impact_engine_measure.results.MeasureJobResult attribute) ModelInterface (class in impact_engine_measure.models.base) ModelResult (class in impact_engine_measure.models.base) ModelsManager (class in impact_engine_measure.models.manager) module impact_engine_measure.engine impact_engine_measure.metrics.base impact_engine_measure.metrics.catalog_simulator.adapter impact_engine_measure.metrics.file.adapter impact_engine_measure.metrics.manager impact_engine_measure.models.base impact_engine_measure.models.experiment.adapter impact_engine_measure.models.interrupted_time_series.adapter impact_engine_measure.models.manager impact_engine_measure.models.metrics_approximation.adapter impact_engine_measure.models.nearest_neighbour_matching.adapter impact_engine_measure.models.subclassification.adapter impact_engine_measure.models.synthetic_control.adapter impact_engine_measure.results impact_engine_measure.storage.artifact_store_adapter impact_engine_measure.storage.base impact_engine_measure.storage.manager

N

NearestNeighbourMatchingAdapter (class in impact_engine_measure.models.nearest_neighbour_matching.adapter)

O

order (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)

P

products (impact_engine_measure.results.MeasureJobResult attribute)

R

results_path (impact_engine_measure.models.manager.FitOutput attribute) retrieve_business_metrics() (impact_engine_measure.metrics.base.MetricsInterface method) (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method)

retrieve_metrics() (impact_engine_measure.metrics.manager.MetricsManager method)

S

seasonal_order (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute) StorageInterface (class in impact_engine_measure.storage.base)

StorageManager (class in impact_engine_measure.storage.manager) SubclassificationAdapter (class in impact_engine_measure.models.subclassification.adapter) SyntheticControlAdapter (class in impact_engine_measure.models.synthetic_control.adapter)

T

to_dict() (impact_engine_measure.models.base.ModelResult method) transform_inbound() (impact_engine_measure.metrics.base.MetricsInterface method) (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method) (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method)

transform_outbound() (impact_engine_measure.metrics.base.MetricsInterface method) (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method) (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) transformed_metrics (impact_engine_measure.results.MeasureJobResult attribute) TransformedInput (class in impact_engine_measure.models.interrupted_time_series.adapter)

V

validate_connection() (impact_engine_measure.metrics.base.MetricsInterface method) (impact_engine_measure.metrics.catalog_simulator.adapter.CatalogSimulatorAdapter method) (impact_engine_measure.metrics.file.adapter.FileAdapter method) (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method) (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method)

validate_data() (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method) validate_params() (impact_engine_measure.models.base.ModelInterface method) (impact_engine_measure.models.experiment.adapter.ExperimentAdapter method) (impact_engine_measure.models.interrupted_time_series.adapter.InterruptedTimeSeriesAdapter method) (impact_engine_measure.models.metrics_approximation.adapter.MetricsApproximationAdapter method) (impact_engine_measure.models.nearest_neighbour_matching.adapter.NearestNeighbourMatchingAdapter method) (impact_engine_measure.models.subclassification.adapter.SubclassificationAdapter method) (impact_engine_measure.models.synthetic_control.adapter.SyntheticControlAdapter method)

W

write_csv() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method) write_json() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method)

write_parquet() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method) write_yaml() (impact_engine_measure.storage.artifact_store_adapter.ArtifactStoreAdapter method) (impact_engine_measure.storage.base.StorageInterface method) (impact_engine_measure.storage.manager.StorageManager method)

Y

y (impact_engine_measure.models.interrupted_time_series.adapter.TransformedInput attribute)