DataModule.inverse_transform_y

DataModule.inverse_transform_y(y: torch.Tensor | ndarray, out_type: str = 'numpy') → torch.Tensor | ndarray[source]

Un-transform only the output data. Takes care of the case where y is a numpy array or a torch tensor.

Parameters:

  • y (Union[torch.Tensor, np.ndarray]) – A numpy array or a torch tensor to be un-transformed.

  • out_type (str, optional) – The type of the output. Can be “numpy”, “torch”, or “same”. The default is “numpy”.

Returns:

Union[torch.Tensor, np.ndarray] – The un-transformed data.