pymc-examples

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Using a “black box” likelihood function (numpy) [**Notebook url**](https://www.pymc.io/projects/examples/en/latest/case_studies/blackbox_external_likelihood_numpy.html) ## Issue description The updates done as part of #28 changed quite a few of the functions so that the text...

ccaprani

Add an example of predicting on a new, unseen group in the existing notebook about hierarchical models

1

# Proposal In the existing notebook [A Primer on Bayesian Methods for Multilevel Modeling](https://www.pymc.io/projects/examples/en/latest/case_studies/multilevel_modeling.html), add an example at the bottom, in the section about [prediction](https://www.pymc.io/projects/examples/en/latest/case_studies/multilevel_modeling.html#prediction), about making predictions on a...

cbrummitt

Problems in (high impact) GLM Hierarchical notebook

3

**Notebook title**:GLM: Hierarchical Linear Regression **Notebook url**: [source link](https://github.com/pymc-devs/pymc-examples/blob/main/examples/generalized_linear_models/GLM-hierarchical.ipynb), [website link](https://www.pymc.io/projects/examples/en/latest/generalized_linear_models/GLM-hierarchical.html) ## Issue description There are many, many divergences in the sample of the main, hierarchical model. There also appear...

cluhmann

Conditional autoregressive prior example notebook

2

Here is a new notebook using `pm.CAR` distribution. The linked issue is #405. The notebook uses parts of the code from the already existing [CAR notebook example](https://docs.pymc.io/en/v3/pymc-examples/examples/case_studies/conditional-autoregressive-model.html), but is updated...

conorhassan

Add HSGP reference and example nb

1

# HSGP reference and examples Corresponding to issue #646. WIP as there are still some kinks and bugs to work out. Particularly on prediction in example 3. + [ ]...

bwengals

# Notebook proposal `pm.gp.HSGP` doesn't have a notebook yet, so this is similar in style to the existing GP reference examples. ## Why should this notebook be added to pymc-examples?...

bwengals

Timeseries models derived from generative graph

61

As discussed with @ricardoV94 I will port the gist https://gist.github.com/ricardoV94/a49b2cc1cf0f32a5f6dc31d6856ccb63#file-pymc_timeseries_ma-ipynb into the PyMC Example Gallery. I will add text and explanation to the existing working code :) ---- 📚 Documentation...

juanitorduz

HSGP: Birthdays Example

107

Closes https://github.com/pymc-devs/pymc-examples/issues/626 **Scope:** - A simpler and detailed version of the model presented in https://juanitorduz.github.io/birthdays/ (@juanitorduz ) - The complete model at the end (@bwengals ). Bill, you can use...

juanitorduz

[WIP] Bayesian Decision Theory: house battery example notebook

1

# PR adds an example on Bayesian Decision Theory * Closes #624 * **VERY EARLY WIP PR - DO NOT REVIEW OR MERGE AT THIS POINT** + [ ] Notebook...

drbenvincent

Errors in "Introduction to Variational Inference with PyMC" notebook

1

**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...

leventov