Add README example to docs

[Krupakar-Reddy-S]

Description

Added the example from pymc REAME.md to the pymc_overview notebook in learn section of docs as case study 0.

Related Issue

• Closes Include README example in docs homepage #7411
• Related to Include README example in docs homepage #7411

Checklist

• Checked that the pre-commit linting/style checks pass
• Included tests that prove the fix is effective or that the new feature works
• Added necessary documentation (docstrings and/or example notebooks)
• If you are a pro: each commit corresponds to a relevant logical change

Type of change

• New feature / enhancement
• Bug fix
• Documentation
• Maintenance
• Other (please specify):

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📚 Documentation preview 📚: https://pymc--7446.org.readthedocs.build/en/7446/

[welcome]

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[Krupakar-Reddy-S]

After updating there are empty bars before output tables, these correspond to weird Output () in the notebook rendered in github.

please advice on how to fix this :)

[twiecki]

Hm, now looking at this, I'm not sure what this example provides in addition to example 1 (sorry)... @OriolAbril what are your thoughts here?

[twiecki]

Another idea would be to put that example on the welcome page: https://www.pymc.io/welcome.html

[Krupakar-Reddy-S]

Hm, now looking at this, I'm not sure what this example provides in addition to example 1 (sorry)... @OriolAbril what are your thoughts here?

I felt the same as there was a very detailed motivating example before this.
ok then i will put it up on the welcome page.

[twiecki]

While we're here, do you want to change the imports at to pt (pytensor)?

[Krupakar-Reddy-S]

While we're here, do you want to change the imports at to pt (pytensor)?

Sure :)
Also what version of pymc to use here, i have used 5.15.1 for my previous changes or is there a specific standard for the docs notebooks?

[twiecki]

The most recent one ideally but it doesn't matter too much here.

[Krupakar-Reddy-S]

I have raised the PR here to add the example to the welcome page.
I will raise for the import name change here :)

[twiecki]

Thanks for your patience :).