BUG: Broken Links in MLDA Intro Page

[dakshkanaujia]

Describe the issue:

Notebook title: MLDA sampler: Introduction and resources Notebook url: https://www.pymc.io/projects/examples/en/latest/samplers/MLDA_introduction.html I ran the Notebook url through a dead link checker and found two broken links.

List of Broken Links

Status	URL	Source Link Text
404 Not Found	https://github.com/alan-turing-institute/pymc/blob/mlda_all_notebooks/docs/source/notebooks/MLDA_benchmarks_tuning.ipynb	Benchmarks and tuning
404 Not Found	https://github.com/alan-turing-institute/pymc/blob/mlda_all_notebooks/docs/source/notebooks/MLDA_adaptive_error_model.ipynb	Adaptive error model

Suggested Actions

1. Update Links: Some hyperlinks need to be updated to point to the correct resources.
2. Review and Correct Broken Links: Others may be pointing to entities or resources that no longer exist and need to be reviewed for relevance or replacement.

PyMC version information:

pymc 5.16.2 (conda)

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[Jash2606]

Hi @cluhmann, I’ve addressed the broken links mentioned in the issue and submitted a PR with the fixes. Could you please review it ? If there are any other links that need updating or if additional changes are needed, please let me know.

[Jash2606]

Hey @jessegrabowski @OriolAbril ,

Could you please review the PR and merge it?

[cluhmann]

Where is the PR?