validated_datasets

Validated dataset classes for time series forecasting.

Specialized dataset classes with domain-specific validation for different stages of the forecasting pipeline. These datasets inherit from TimeSeriesDataset and add validation to catch data quality issues early.

Classes

EnergyComponentDataset(data[, ...])	Time series dataset for energy generation by component type.
EnsembleForecastDataset(data[, ...])	First stage output format for ensemble forecasters.
ForecastDataset(data[, sample_interval, ...])	Time series dataset containing probabilistic forecasts with quantile estimates.
ForecastInputDataset(data[, ...])	Time series dataset for forecasting with validated target column.