tensorflow / tensorflow/probability
Laplace approximation
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enhancement
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Description
Is there any function computing Laplace approximation (similar to ed.Laplace) supported at tensorflow probability at the moment?
Contributor guide
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 TensorFlow Probability's current APIs and the requested comparison with ed.Laplace. Determine whether an equivalent Laplace approximation function already exists; if not, define the supported behavior and scope needed for a feature.
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Assessment
- Tech stack
- 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