stan-dev / stan-dev/posteriordb
stan2tfp
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- Dominant language
- Stan
- Stars
- 232
- Forks
- 52
- PR merge metrics
- No merged PRs in 30d
Description
stan2tfp could be useful for testing Tensorflow based models with posteriordb
https://discourse.mc-stan.org/t/request-for-code-review-stan2tfp-python-wrapper/12771
https://github.com/adamhaber/stan2tfp
No hurry, but added the issue that we could at some point add a case example
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reviewing the linked stan2tfp Python wrapper and the posteriordb repository to understand how case examples are structured. Done would mean adding a TensorFlow-based stan2tfp case example, but the issue does not identify the files, model, or validation steps required.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100