> In sklearn/neural_network/sae.py:

> > +class SAE(BaseEstimator, TransformerMixin):

Neither the class name, nor the file, should be called 'SAE'. Acronyms
are hard to follow. I can suggest 'SparseAutoEnc' and sparse_auto_enc.py.