Optional random number generation for get_params methods in image transforms
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- Dominant language
- Python
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- Avg merge
- 1d 15h
- Merged PRs (30d)
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Description
In order to make the process of mini batch generation more deterministic, it would be nice if the get_params method could take as an optional parameter a random number generator.
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 locating the image-transform get_params methods and reviewing how they currently obtain randomness. Determine the scope of the shared API change, then use the existing transform tests to verify that supplying a random number generator makes mini-batch generation deterministic.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100