forecasting_model

High-level forecasting models that orchestrate the complete prediction pipeline.

Provides BaseForecastingModel — the abstract base shared by single-model and ensemble pipelines — and ForecastingModel, the concrete single-forecaster implementation. Both combine preprocessing, prediction, and postprocessing into a unified interface while providing consistent data transformation and validation.

Functions

restore_target(dataset, original_dataset, ...)

Restore the target column from the original dataset to the given dataset.

Classes

BaseForecastingModel(**data)	Abstract base for forecasting models (single-forecaster and ensemble).
ForecastingModel(**data)	Single-forecaster pipeline: preprocessing -> forecaster -> postprocessing.
ModelFitResult(**data)	Result of fitting a forecasting model.