NVIDIA-Merlin / NVIDIA-Merlin/Merlin
[Task] Add Wide & Deep ranking model to Merlin Models
Open
@mengyao00 is already working on this.
Since Jul 20, 2022.
- Dominant language
- Python
- Stars
- 907
- Forks
- 129
- PR merge metrics
- No merged PRs in 30d
Description
Problem:
The wide&deep model is a popular model in the recsys space, multiple customers have asked for an implementation. Although we don’t believe that customers should use this model in production, we would like to add it as a benchmark.
Goal:
- Add wide&deep model
- Add MultiOptimizer
- Add hashed-crossing
Constraints:
- What are the constraints that might impact the choice of solution?
- This can also include non-constraints to clarify if something that would normally be a constraint is not a consideration.
- Ideally this takes the form of a bulleted list.
Starting Point:
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.
Assessment
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