tensorflow / tensorflow/probability
[Feature request] Independent Multinomial layer
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Description
In the future could there be an implementation of IndependentBernoulli but for more than 3 classes? Perhaps it could be called IndependentMultinomial?
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 locating the existing IndependentBernoulli implementation and its distribution tests, then review how multinomial distributions are represented in this project. Done means agreeing on the IndependentMultinomial API and behavior for more than three classes, with implementation and coverage for the new behavior.
Written by the indexing model from the issue text.
Assessment
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100