pymc-devs / pymc-devs/pymc-examples

Notebook GLM-negative-binomial-regression needs update to PyMC v5

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Dominant language
Python
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398
Forks
325
Avg merge
9d 15m
Merged PRs (30d)
1

Description

Notebook title: GLM-negative-binomial-regression
Notebook url: https://github.com/pymc-devs/pymc-examples/blob/main/examples/generalized_linear_models/GLM-negative-binomial-regression.ipynb

Issue description

The GLM-negative-binomial-regression needs an update to the PyMC v5 version.

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Open examples/generalized_linear_models/GLM-negative-binomial-regression.ipynb and review the notebook's PyMC usage against the PyMC v5 version. Run the notebook with PyMC v5 and update the outdated parts so the example executes successfully with that version.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, python
Domain
machine-learning
Issue type
Refactor
Difficulty
3/5
Estimated time
1-2 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
45/100

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