tensorflow / tensorflow/probability
Request: add DenseVariational to logistic_regression.py
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Description
Right now, there seems to be only be an example of regression using the DenseVariational layer.
It would just be nice if something like the logistic_regression.py script could be modified to showcase an ensemble of models being used for a simple classification example.
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 with logistic_regression.py and compare it with the existing regression example that uses DenseVariational. Determine how the script should demonstrate an ensemble of models for simple classification; done means the example runs and clearly showcases that use case.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100