Data imbalance
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- Dominant language
- Python
- Stars
- 8.3k
- Forks
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- Avg merge
- 1d 13h
- Merged PRs (30d)
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Description
Hi, big fan of the project and the talk at scipy 2018. I am currently trying to use UMAP for a kaggle competition and was wondering if umap can be affected by data imbalance in anyway and if yes what can I do about it ?
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 contains a usage question about data imbalance in UMAP but names no files, tests, or entry points. First clarify whether the intended outcome is documentation or a code change, then define how imbalance should be evaluated and what a completed contribution would demonstrate.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100