BUG: PyTorch AutoEncoder NoneType Error when preprocessing=False

Created by: elisim

Hi,

When passing preprocessing=False to PyTorch AutoEncoder, the self.mean, self.std are not initialized, causing __getitem__ throw an error.

problematic line:

Thank you, Eli