[WIP] Add new scorer: MaNoScorer

[ambroiseodt]

Implementation of MaNo as an unsupervised realistic scorer.

This should answer #288.

• Update README.md
• Update docs/source/all.rst
• Update skada/metrics.py
• Update skada/tests/test_scorer.py
• Update skada/deep/tests/test_deep_scorer.py

[ambroiseodt]

At the time of writing, I haven't changed the skada/deep/tests/test_deep_scorer.py yet and there are already failing test when it comes to torch and to the deep methods. It seems that the error is super' object has no attribute '__sklearn_tags__, which seems to be related to an update of sklearn (see StackOverflow. Maybe you already have you ever seen this error @tgnassou?

I will investigate that while also adding the MaNoScorer test for the deep methods.

[antoinecollas]

Yes, deep learning tests are failling because skorch v1.0.0 is not compatible with sklearn 1.6.0. They fixed skorch and we are waiting for a new release (see skorch-dev/skorch#1085).

In the meantine, you can test your PR with skorch 1.0.0 and sklearn 1.5.2.

[ambroiseodt]

Thanks @antoinecollas, yes I am using skorch 1.0.0 and sklearn 1.5.2 in local, I will push the test_deep_scorers once it works locally for me

[ambroiseodt]

Thanks @antoinecollas, yes I am using skorch 1.0.0 and sklearn 1.5.2 in local, I will push the test_deep_scorers once it works locally for me

@antoinecollas It seems that the skorch issue has been resolved :)