tensorflow / tensorflow/probability
FeatureRequest: Adding Constant and WhiteNoise kernel in tfp.math.psd_kernels
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Description
Constant and WhiteNoise kernels haven't been implemented yet in the tfp.math.psd_kernels submodule. I am not sure if there is a way around to get these psd_kernels using currently implemented psd_kernels. But it would be really nice to see them implemented in tfp.
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 at the tfp.math.psd_kernels submodule and review how currently implemented PSD kernels are defined and tested. Determine the expected behavior and API for Constant and WhiteNoise kernels, then consider the work complete when both kernels are implemented and covered by the relevant tests.
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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
- 30/100