http://scikit-learn.org/dev/auto_examples/linear_model/plot_ridge_path.html#sphx-glr-auto-examples-linear-model-plot-ridge-path-py Should be ``reg``, ``regressor``, ``ridge`` or something like that. Maybe also reinstantiate ridge in every iteration instead of using ``set_params``?