MODULE REFERENCE

models

anomx.integrations.darts.models

Common Darts model foundation.

Public exports

Import these names directly from anomx.integrations.darts.models.

ARIMA

External API · darts.models.ARIMA

BlockRNNModel

External API · darts.models.BlockRNNModel

DLinearModel

External API · darts.models.DLinearModel

ExponentialSmoothing

External API · darts.models.ExponentialSmoothing

LinearRegressionModel

External API · darts.models.LinearRegressionModel

NBEATSModel

External API · darts.models.NBEATSModel

NHiTSModel

External API · darts.models.NHiTSModel

NLinearModel

External API · darts.models.NLinearModel

NaiveDrift

External API · darts.models.NaiveDrift

NaiveMean

External API · darts.models.NaiveMean

NaiveSeasonal

External API · darts.models.NaiveSeasonal

RNNModel

External API · darts.models.RNNModel

RandomForest

External API · darts.models.RandomForest

TCNModel

External API · darts.models.TCNModel

TFTModel

External API · darts.models.TFTModel

TiDEModel

External API · darts.models.TiDEModel

TransformerModel

External API · darts.models.TransformerModel

DartsModel

Bases: GlobalForecastingModel, Model

Abstract Anomx forecasting foundation inheriting the Darts contract.

Custom Darts implementations supply fit, predict, their supported inputs and lag properties. Existing Darts models can also be used directly.