neuropoly / neuropoly/SmaugLab
Add easier Choose X and random ordering
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 8
- Forks
- 0
- Avg merge
- 5d 2h
- Merged PRs (30d)
- 11
Description
Make it so that:
- we can easily write a config that shuffles only parts of configs
- add a probability table to apply 0, 1, 2, ... TAs.
Combine all into one trainer/transform class so everything is controlled from the config file.
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
No files, tests, or entry points are named. Start by locating the current trainer, transform, and configuration handling, then trace how augmentation choices and TA counts are represented. Done should include config-driven partial shuffling, probability-based selection of 0, 1, 2, or more TAs, and unified trainer/transform control.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100