Published October 12, 2021
| Version v0.9.2
Software
Open
MaartenGr/BERTopic: v0.9.2
Description
A release focused on algorithmic optimization and fixing several issues:
Highlights:
- Update the non-multilingual paraphrase- models to the all- models due to improved performance
- Reduce necessary RAM in c-TF-IDF top 30 word extraction
Fixes:
- Fix topic mapping
- When reducing the number of topics, these need to be mapped to the correct input/output which had some issues in the previous version
- A new class was created as a way to track these mappings regardless of how many times they were executed
- In other words, you can iteratively reduce the number of topics after training the model without the need to continuously train the model
- Fix typo in embeddings page (#200)
- Fix link in README (#233)
- Fix documentation
.visualize_term_rank()
(#253) - Fix getting correct representative docs (#258)
- Update memory FAQ with HDBSCAN pr
Files
MaartenGr/BERTopic-v0.9.2.zip
Files
(6.2 MB)
Name | Size | Download all |
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md5:02decd55dcb9052d6b58c2313b151f03
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6.2 MB | Preview Download |
Additional details
Related works
- Is supplement to
- https://github.com/MaartenGr/BERTopic/tree/v0.9.2 (URL)