By the way, why we are modifying this `permutation_test_score` function,
it seems to me that the `score_func` argument should be optional, and
that without it, the `permutation_test_score` should try to use the
estimator's score. In such a situation, as such a score should always be
`bigger is better`, people shouldn't fall in the trap in which Satra has
fallen.

What do people think? Should I implement that (trivial) change?

Gael

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