<p>Done everything you asked for(except the return value of rows and cols).</p>

<p>SparseAutoencoder part need some serious refactor, I would try to separate out the sparse condition as another policy, provide a class called Autoencoder and build SparseAutoencoder on top of it later on.</p>

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