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pymc-devs / pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.
https://www.pymc.io/projects/examples/en/latest/
MIT License
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Errors in "Introduction to Variational Inference with PyMC" notebook #645

Open leventov opened 4 months ago

leventov commented 4 months ago

Notebook title: Introduction to Variational Inference with PyMC Notebook url: https://www.pymc.io/projects/examples/en/latest/variational_inference/variational_api_quickstart.html

Issue description

The second chart is the same.

All calls yield the same result.

The manifestation of the problem above, shouldn't be a point distribution.

cc @fonnesbeck @ferrine

fonnesbeck commented 4 months ago

Thanks for the report! The last issue is easy to fix -- we should be using pm.draw instead of eval these days. I will look into the convergence issue.