MeasureTransport / MeasureTransport/MParT
Finish AffineMap
Nobody has claimed this yet.
- Dominant language
- C++
- Stars
- 18
- Forks
- 5
- PR merge metrics
- No merged PRs in 30d
Description
As it stands, AffineMap has an empty function for CoeffGrad, LogDeterminantInputGrad, and LogDeterminantCoeffGrad. I'm not quite sure how "Coefficients" are expressed in an affine map, since it's no longer working with a set of coefficients in the same way as, e.g., MonotoneComponent. I can't really glean information about LogDeterminantInputGrad, as it isn't particularly documented, but from what I understand, it too uses coefficients.
Contributor guide
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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
Begin at AffineMap and its CoeffGrad, LogDeterminantInputGrad, and LogDeterminantCoeffGrad entry points. Read the MonotoneComponent coefficient handling mentioned in the issue, along with any available documentation, to determine the intended gradient semantics. Done means all three empty functions have behavior consistent with the project's affine-map conventions.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- backend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100