:mod:`lasagne.regularization` .. automodule:: lasagne.regularization Helper functions .. autofunction:: apply_penalty .. autofunction:: regularize_layer_params .. autofunction:: regularize_layer_params_weighted .. autofunction:: regularize_network_params Penalty functions .. autofunction:: l1 .. autofunction:: l2