MaartenGr / MaartenGr/BERTopic
Document Ids
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 7.8k
- Forks
- 920
- Avg merge
- 22h 24m
- Merged PRs (30d)
- 5
Description
Hi @MaartenGr ,
I have a set of documents with unique document ids.
Is there any option where I can store the topic id of each document with documentId_vs_topicId mappings in BERTopic?
Note :- I am using Online BERTopic Modelling with .partial_fit()
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 reading the Online BERTopic Modelling and partial_fit entry points mentioned in the issue, focusing on how document IDs and topic assignments are currently handled. Determine whether documentId-to-topicId mappings can be retained for partial fitting, and define completion as providing that mapping reliably for each document.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100