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log gaussian cox process #57

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@OriolAbril

Description

@OriolAbril

File: https://nbviewer.jupyter.org/github/pymc-devs/pymc-examples/blob/main/examples/case_studies/log-gaussian-cox-process.ipynb
Reviewers: @ckrapu

Context

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. However, these are probably not enough!
Make sure to thoroughly review the notebook and search for other updates.

General updates

Changes for discussion

Changes listed in this section are up for discussion, these are ideas on how to improve
the notebook but may not have a clear implementation, or fix some know issue only partially.

ArviZ related

  • Use xarray and from_pymc3_predictions to filter nans and slice/reduce intensity_samples

Notes

Exotic dependencies

None

Computing requirements

Model takes roughly 5 mins to sample.

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    Best practices (v3)

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