darts.utils.onnx_utils.prepare_onnx_inputs(model, series, past_covariates=None, future_covariates=None)[source]ΒΆ

Helper function to slice and concatenate the input features.

In order to remove the dependency on the model argument, it can be decomposed into the following arguments (and simplified depending on the characteristics of the model used):

  • model_icl

  • model_ocl

  • model_uses_past_covs

  • model_uses_future_covs

  • model_uses_static_covs

Return type

tuple[ndarray, Optional[ndarray, None], Optional[ndarray, None]]