MaartenGr / MaartenGr/BERTopic
getting representative docs after online-fitting
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- Dominant language
- Python
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Description
Often partial_fit is invoked multiple times to process a large dataset.
It seems that the attribute representative_docs_ is not populated then.
Is there an easy way to get representative docs in such a case?
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 tracing the partial_fit entry point and how representative_docs_ is populated across multiple calls. Reproduce the reported behavior with repeated online fitting, then determine whether representative_docs_ should be available afterward and verify that the resulting behavior is covered by an appropriate test.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 30/100