tensorflow / tensorflow/probability
Feature column support.
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Description
Currently it is not easy to use tfp with features in different types(categorical, interactions, etc.), is it suitable to implement something like feature column in tensorflow that works with probabilistic weights?
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
The issue names no files, entry points, or tests. Start by reviewing the existing TensorFlow Probability feature and probabilistic-weight APIs, then define the scope and compatibility requirements for categorical and interaction features before identifying tests that can demonstrate support.
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