fusionlab.nn.utils.format_predictions_to_dataframe

fusionlab.nn.utils.format_predictions_to_dataframe(predictions=None, model=None, inputs=None, y_true_sequences=None, target_name='target', quantiles=None, forecast_horizon=None, output_dim=None, spatial_data_array=None, spatial_cols=None, spatial_cols_indices=None, evaluate_coverage=False, scaler=None, scaler_feature_names=None, target_idx_in_scaler=None, verbose=0, **kwargs)[source]

Deprecated alias for format_predictions. See format_predictions for the updated, recommended API. All original parameters are forwarded to format_predictions.

Returns:

The formatted prediction DataFrame from format_predictions.

Return type:

pd.DataFrame

Parameters:

  • predictions (ndarray | Tensor | None)

  • model (Model | None)

  • inputs (List[ndarray | Tensor | None] | None)

  • y_true_sequences (ndarray | Tensor | None)

  • target_name (str | None)

  • quantiles (List[float] | None)

  • forecast_horizon (int | None)

  • output_dim (int | None)

  • spatial_data_array (ndarray | Tensor | None)

  • spatial_cols (List[str] | None)

  • spatial_cols_indices (List[int] | None)

  • evaluate_coverage (bool)

  • scaler (Any | None)

  • scaler_feature_names (List[str] | None)

  • target_idx_in_scaler (int | None)

  • verbose (int)

  • kwargs (Any)