[DRAFT] Notebook: GLM out-of-sample; initial update

[reshamas]

References

• Towards Update example notebooks for better rendering #394
• Towards Old version of the notebook GLM-Out-Of-Sample Predictions is currently shown #460
• References pymc-devs/pymc #5460 (Update example gallery style and formatting)
• References Project Board: https://github.com/pymc-devs/pymc-examples/projects/1

• Notebook follows style guide https://docs.pymc.io/en/latest/contributing/jupyter_style.html
• PR description contains a link to the relevant issue: a tracker one for existing notebooks or a proposal one for new notebooks
• Check the notebook is not excluded from any pre-commit check: https://github.com/pymc-devs/pymc-examples/blob/main/.pre-commit-config.yaml

Helpful links

• https://github.com/pymc-devs/pymc-examples/blob/main/CONTRIBUTING.md

Notes for the Reviewer

• This notebook is being removed because the module GLM is no longer being used in pymc v4.
• See Old version of the notebook GLM-Out-Of-Sample Predictions is currently shown #460

#DataUmbrellaPyMCSprint

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[twiecki]

Missing the myst file.

[twiecki]

Actually as this uses the GLM submodule exclusively, which does not exist anymore, we should probably just get rid of this NB.

[reshamas]

@twiecki
The notebook still works with pymc v3.

Should we open up an issue to create a new notebook for pymc v4 with an out-of-sample example?

[twiecki]

I don't think we need to invest in v3 docs.

We have https://www.pymc.io/projects/examples/en/latest/howto/data_container.html#using-data-container-variables-to-predict-on-new-data so I think it's fine.

[reshamas]

Note to self: delete the notebook and submit a PR.

[reshamas]

@twiecki Trying to figure out how to relate issue #460 to this PR.

cc: @juanitorduz @drbenvincent

[juanitorduz]

hey! there was an updated version of this notebook :) See #460 (comment)

[OriolAbril]

This is something users struggle with a lot, so I'd aim for keeping the v4 version of this notebook

[drbenvincent]

I've brought back the v3 -> v4 conversion that I did this summer. It got removed by accident, see #460 for more details. I've run this using pymc 5.0.1 now, so probably recommend we close this in favour of #486.

[drbenvincent]

#486 is merged now, so closing this