chore(docs): update preprocessing tutorial for using inst.pick() instead of pick_types()

[btkcodedev]

Reference issue

Closes #12158

Updated the tutorial by removing legacy method call of mne.io.Raw.pick_types() to instance.pick()

[welcome]

Hello! 👋 Thanks for opening your first pull request here! ❤️ We will try to get back to you soon. 🚴

[wmvanvliet]

thanks for taking a stab at this @btkcodedev!

[hoechenberger]

Thanks for your contribution! I think the beginning of the sentence must also be adjusted, since we don't pass an "exclude" parameter anywhere as far as I can see

[hoechenberger]

Thanks, but I don't think the sentence makes too much sense the way it's phrased now. I think it would be better to just write that "pick()" retains the bad channels. It's just how the methods works, not the justification why we used it.

[mscheltienne]

@btkcodedev Could you review the sentence modification I proposed and add a changelog entry?
For the chanbgelog entry, you can refer to this section of the contributing guide. You need to add yourself to the author list (alphabetical order) and to add a file in this folder, named 12326.other.rst, describe the change in the file and add yourself as author, e.g.

Short description of the changes, by :newcontrib:Firstname Lastname.

[btkcodedev]

@mscheltienne Changes done :)

[mscheltienne]

Thank you @btkcodedev
2 more minor comments and this will be good to merge!

[hoechenberger]

@wmvanvliet Could you please review again? Currently your change request (which AFAICT has been addressed) is blocking the merge. Thanks!

[drammock]

just two small nitpicks from me. Thanks for fixing this!

[drammock]

I'm a little surprised that these cross-refs worked; regardless, it's more accurate to mark these with the :meth: role since they're links to methods (not classes). The parentheses will get added automatically.

Suggested change

	Updated the text in the preprocessing tutorial to use :class:`mne.io.Raw.pick()` instead of the legacy :class:`mne.io.Raw.pick_types()`, by :newcontrib:`btkcodedev`.
	Updated the preprocessing tutorial to use :meth:`mne.io.Raw.pick` instead of the legacy :meth:`mne.io.Raw.pick_types`, by :newcontrib:`btkcodedev`.

[drammock]

FYI parentheses get added automatically when you use the :meth: role

Suggested change

	# Note that the method :meth:`~mne.io.Raw.pick()` default
	# Note that the method :meth:`~mne.io.Raw.pick` default

[wmvanvliet]

Once @drammock's comments are resolved, LGTM

[welcome]

🎉 Congrats on merging your first pull request! 🥳 Looking forward to seeing more from you in the future! 💪

[wmvanvliet]

Didn't know there was an automerge in place. Perhaps we can fix @drammock's comments directly in main?

[hoechenberger]

Thanks for your contribution, @btkcodedev!!

[larsoner]

Somehow there is in mne-tools/mne-python :

$ git fetch upstream
...
 From github.com:mne-tools/mne-python
   03d78f43bf..990ce18d4e  main              -> upstream/main
 * [new branch]            revert-12326-main -> upstream/revert-12326-main

I'm going to delete the revert-12326-main assuming perhaps @wmvanvliet or someone else considered reverting for a minute there. Agree with @wmvanvliet that final comments can be addressed quickly elsewhere, but maybe just as part of another PR when someone opens one (rather than a push to main which is always a bit dicey)

[mscheltienne]

@wmvanvliet @larsoner I think I addressed the final comments before going on holidays in a PR, not yet merged, which was blocked by the towncrier job failing.