Synthetic plate generator with injected artifacts
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 8
- Forks
- 0
- Avg merge
- 12h 18m
- Merged PRs (30d)
- 26
Description
Extend mantispy.ds.blobs_profiles into a synthetic_plate that takes perturbation effect size, plate and row/column gradients, a NaN fraction, an image table and injected artifacts. Needed as ground truth for the QC, feature selection and batch correction tests.
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
The issue names mantispy.ds.blobs_profiles as the entry point; read that module first, then inspect the QC, feature-selection, and batch-correction tests that need ground truth. Done means a synthetic_plate API supports the listed perturbations, gradients, NaN fraction, image table, and artifacts, and those tests can use its known synthetic outputs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- data, testing-qa
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Active
- Clarity
- Mostly clear
- Newbie friendliness
- 52/100