MaartenGr / MaartenGr/BERTopic
how to productionze it to run on saved model?
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 7.8k
- Forks
- 920
- Avg merge
- 22h 24m
- Merged PRs (30d)
- 5
Description
Hello, I have created my model but every week I don't want to run the whole analysis again, I would like to only take the new feedback that I receive and run through the model and feedback gets assigned to my current clusters directly.
I looked at online topic modelling but it doesn't work after the .fit part.
Thank you in advance
Best,
Shantanu
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
No files or tests are identified in the issue. Start by reviewing BERTopic's behavior after .fit and the project's guidance on saved models or online topic modelling; done should mean new feedback can be processed using the saved model and assigned to its existing clusters without rerunning the full analysis.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100