Published December 3, 2025
| Version v0.17.4
Software
Open
MaartenGr/BERTopic: v0.17.4
Authors/Creators
- Maarten Grootendorst
- Heinz-Alexander Fuetterer1
- Freddy Heppell2
- Tadro Abbott3
- Angelo Nazzaro4
- Anubhab Das5
- Chris Inskip
- Ian Randman
- Jakub Ciszek6
- Joshua Sundance Bailey7
- azikoss
- dschwalm
- saikumaru
- Ahmed Elashry8
- Alex Gamble
- Anastasia Simonoff
- Andrea Francis Soria Jimenez9
- Anoop Thomas Mathew10
- Aratako
- Bob11
- Carlos Pegueros12
- Daniel Kapitan13
- Daniel van Strien9
- Danny Huang
- David Dai
- David DiCato14
- Domenic Rosati15
- Elton Liao
- Felipe Alves Siqueira
- Franz Louis Cesista
- 1. @WZBSocialScienceCenter
- 2. @GateNLP
- 3. CSIRO
- 4. University of Salerno
- 5. Textify AI (@T3xtifyai)
- 6. Google
- 7. @swca
- 8. Byborg Enterprises
- 9. Hugging Face
- 10. @Docket Inc.
- 11. Proton AG
- 12. @Nubank
- 13. Freelancer and educator in data science & AI @anthology-of-data-science, Fellow @eaisi
- 14. CloseFactor
- 15. @scitedotai @dalhousie @vectorinstitute
Description
<h2>Highlights:</h3>
- Add
.delete_topicsby @shuanglovesdata in #2322 - Allow execution without plotly by @luismavs in #2401
- Add tqdm to _litellm.py @NFrnk in #2408
- Drop support for python 3.9 by @afuetterer in #2419
- Make UMAP's init default to random on visualize_topics for reproducible visualization by @makramab in #2412
<h2>cuML:</h2>
Preparing for MEGA!-scale BERTopic with Multi-GPU UMAP and the following necessary updates:
- Update installation instructions for cuML with BERTopic by @csadorf in #2446
- Speed up
._create_topic_vectorsby replacing DataFrame .loc with NumPy masking @jinsolp in #2406 - Modify _reduce_dimensionality to use fit_transform by @betatim in #2416
<h2>Fixes:</h2>
- Fix incorrect label in zero-shot svg in documentation by @huisman in #2448
- Enable ruff rule RUF by @afuetterer in #2457
- CI: bump github actions versions by @afuetterer in #2427
- CI: prefer action-pre-commit-uv for lint job by @afuetterer in #2434
- CI: switch to uv based project installation by @afuetterer in #2445
- Chore: update pre-commit hooks by @afuetterer in #2414 and #2443
- Chore: remove obsolete
version_infocheck by @afuetterer in #2444
Files
MaartenGr/BERTopic-v0.17.4.zip
Files
(7.3 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:019e597952a4b229dcaaabd76ae2878a
|
7.3 MB | Preview Download |
Additional details
Related works
- Is supplement to
- Software: https://github.com/MaartenGr/BERTopic/tree/v0.17.4 (URL)
Software
- Repository URL
- https://github.com/MaartenGr/BERTopic