MaartenGr / MaartenGr/BERTopic
topic_model.reduce_outliers error
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 7.8k
- Forks
- 920
- Avg merge
- 22h 24m
- Merged PRs (30d)
- 5
Description
Hello,
When I use:topic_model.reduce_outliers(topic_model, docs, topics, probabilities=probs,
threshold=0.05, strategy="probabilities")
I met the following bugs May I ask how to solve this ?, it looks like there is an attempt to call embed_images on an object of type SentenceTransformerBackend.:
outlier_embeddings = self.embedding_model.embed_images(outlier_images, verbose=self.verbose)
AttributeError: 'SentenceTransformerBackend' object has no attribute 'embed_images'
Thank you
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
Run the shown topic_model.reduce_outliers call with strategy="probabilities" and trace the path to the reported embed_images call. Compare the SentenceTransformerBackend interface with that path; done means the probabilities strategy completes without the AttributeError.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 42/100