Project-MONAI / Project-MONAI/MONAI
MeanEnsemble to accumulate results in-place
Open
Nobody has claimed this yet.
Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Describe the bug
the current implementation keeps all the predictions which take up unnecessary space compared with maintaining an output and updating it in-place.
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
Read MeanEnsemble in monai/transforms/post/array.py around lines 628-636. Compare the current prediction accumulation with the requested in-place output update, and verify that the completed change no longer retains all predictions while preserving the ensemble result.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Clearly specified
- Newbie friendliness
- 45/100