actableai.timeseries.models.custom package

Submodules

actableai.timeseries.models.custom.constant module

class actableai.timeseries.models.custom.constant.ConstantValuePredictor(prediction_length: int, value: float = 0.0, num_samples: int = 1, target_dim: int = 1)

Bases: gluonts.model.predictor.RepresentablePredictor, gluonts.model.predictor.FallbackPredictor

A Predictor that always produces the same value as forecast. Inspired from the ConstantValuePredictor form GluonTS, just adding multivariate from it.

predict_item(item: Dict[str, Any]) → gluonts.model.forecast.SampleForecast

Predict one item.

Parameters

item – Item to make the prediction for.

Returns

Sample forecast.

Module contents