First, run `pip install -e .` in this folder to install the package and its dependency.

Then, run `ipython -i plot_example.py` to produce a benchmark figure on the Lasso.


To understand why, by design and variability of the timings from one run to the other,
our convergence curves sometimes seem to "go back in time", run `ipython -i plot_non_monotonous_curves.py`