tensorflow / tensorflow/probability
Scale of ExitBijector
Open
Nobody has claimed this yet.
- Dominant language
- Jupyter Notebook
- Stars
- 4.4k
- Forks
- 1.1k
- PR merge metrics
- No merged PRs in 30d
Description
this_scale = scale.Scale(scale_fn(possible_output[..., :c] + 2.))
In calculating the scale of ExitBijector, adding 2 to the log-scale. What is the reason?
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 by reading the referenced ExitBijector code in tensorflow_probability/python/bijectors/glow.py around line 579, then inspect the surrounding Glow implementation and any available documentation for the scale calculation. Done means explaining the purpose of adding 2 to the log-scale, or identifying the documentation location that should clarify it.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, tensorflow
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100