We don't want to introduce any new dependencies besides numpy and scipy, even in the examples. So either this example is converted into a benchmark in the benchmark folder with a `try` / `except ImportError` statement around the additional import, either we move it somewhere else (e.g. a standalone gist script or http://scikit-learn.org/ml-benchmarks/ ).