pymc-examples
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pymc-devs
Examples of PyMC models, including a library of Jupyter notebooks.
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/gaussian_processes/GP-Heteroskedastic.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
I coded this up a while ago, pretty simple model but I think it's an interesting (and commonly referred to) model: https://gist.github.com/twiecki/713cf58f5fa37332d0cda48a7c798016 Probably just needs some more text and explanation.
**Notebook title**: GLM hierarchical binomial model **Notebook url**: https://github.com/pymc-devs/pymc-examples/blob/main/examples/generalized_linear_models/GLM-hierarchical-binominal-model.ipynb ## Issue description I found several minor errors in the notebook, listed as follows: * In the notebook title and its...
#239 will set up badges to open the example notebooks on github, binder or colab. Colab should be able to run most if not all notebooks without too much trouble,...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/time_series/MvGaussianRandomWalk_demo.ipynb Reviewers: > The sections below may still be pending. If so, the issue is still available, it simply doesn't > have specific guidance yet. Please refer to [this...
File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/case_studies/stochastic_volatility.ipynb Reviewers: ## Known changes needed Changes listed in this section should all be done at some point in order to get this notebook to a "Best Practices" state....
It seems that the [examples gallery](https://docs.pymc.io/nb_examples/index.html) auto-generates thumbnails by grabbing the last figure in a notebook. However, this has often resulted in thumbnails that are either un-informative or even mis-informative....
Notebooks that cover the same concepts are considered duplicates.
Is there a preferred way to address users? Especially for tutorials where we want to give instructions to the reader. Guidance on commenting and explaining code: explanation in markdown above...
The two notebooks are covering exactly the same issue. They seem short enough that we could use the same dataset and show one after the other. This way we also...
