Add other nuts samplers example notebook

[juanitorduz]

Closes #577

This should help users use other samplers which generally speed inference.

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📚 Documentation preview 📚: https://pymc-marketing--579.org.readthedocs.build/en/579/

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All modified and coverable lines are covered by tests ✅

Project coverage is 91.09%. Comparing base (9d8dab3) to head (e53878a).
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@@            Coverage Diff             @@
##             main     #579      +/-   ##
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+ Coverage   91.04%   91.09%   +0.05%     
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  Files          21       21              
  Lines        1999     2056      +57     
==========================================
+ Hits         1820     1873      +53     
- Misses        179      183       +4     

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[wd60622]

Looks great! Only think I might add would be to actually time the sampling. Just to prove to the users that it's faster. I don't see a progressbar in the rendered docs

[wd60622]

Side question: How do you get the collapsible section from the notebook? I don't see anything signifying that in the notebook...

[juanitorduz]

Looks great! Only think I might add would be to actually time the sampling. Just to prove to the users that it's faster. I don't see a progressbar in the rendered docs

I just wanted to wide some numba warnings and messages which might distract the target audience. Just to keep it simple.

[juanitorduz]

Side question: How do you get the collapsible section from the notebook? I don't see anything signifying that in the notebook...

If you are using vscode check the cell options and click "add tag" and simply write "hide-input" in the pop-out window , see https://myst-nb.readthedocs.io/en/latest/render/hiding.html :)

[wd60622]

I just wanted to wide some numba warnings and messages which might distract the target audience. Just to keep it simple.

Sounds good. Lgtm!