Base estimator¶

class omnicast.BaseForecaster[source]¶

Bases: ABC

Base class for all forecasters.

Learned attributes follow the scikit-learn trailing-underscore convention.

fit(y, X=None)[source]¶

Return type:

BaseForecaster

Parameters:

y (Iterable[float] | Series)
X (object)

predict(horizon, X=None, level=(80, 95))[source]¶

Return type:

ForecastResult

Parameters:

horizon (int)
X (object)
level (float | Iterable[float])

fit_predict(y, horizon, **kwargs)[source]¶

Return type:

ForecastResult

Parameters:

y (Iterable[float] | Series)
horizon (int)
kwargs (object)

get_params()[source]¶

Return type:: dict[str, object]