pymc-devs / pymc-devs/pymc-examples

profiling

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Dominant language
Python
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Forks
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Avg merge
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Merged PRs (30d)
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Description

File: https://github.com/pymc-devs/pymc-examples/blob/main/examples/pymc3_howto/profiling.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 overview of updates

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
  • random global seeding is not used and should be removed
  • theano should be in the watermark list of versions
ArviZ related

None

Notes

Exotic dependencies

None

Computing requirements

No special requirements

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/pymc3_howto/profiling.ipynb and review the notebook-update overview first. Check the notebook for the listed updates, including removing random global seeding and adding theano to the watermark, then search for other required updates; done means the notebook reaches a Best Practices state.

Written by the indexing model from the issue text.

Assessment

Tech stack
jupyter-notebook, python
Domain
documentation
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Mostly clear
Newbie friendliness
35/100

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