Hi, nice project.
Thanks for sharing.
I am looking around and testing.
It seems get_loaders function does not fit run_reconstruction.
In particular the following line:

X_train, X_test, y_train, y_test = self.preprocess_data()

it is not correct for reconstruction. For reconstruction we do not need y values.