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Pull requests: MaartenGr/BERTopic

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Pull requests list

Polish docs and comments in BERTopic (#2481)
#2522 opened Jul 12, 2026 by bglglzd Loading…
Add visualize_representative_images for image-only topic models
#2521 opened Jul 10, 2026 by Gsebs Loading…
1
feat: add outliers_nb_target to approximate_distribution() for target-based min_similarity [stacks on #2519]
#2520 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
feat: add outliers_percentage_target to reduce_outliers() for target-based outlier reduction [stacks on #2516]
#2519 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
feat: add tokenized_documents parameter to avoid redundant tokenization [stacks on #2515]
#2518 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
feat: support pre-computed UMAP embeddings via umap_embeddings parameter [stacks on #2515]
#2517 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
feat: add recalculate_representative_docs() method with configurable count [stacks on #2514]
#2516 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
perf: cache representative_docs_ to avoid redundant recomputation [stacks on #2496]
#2515 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
perf: batch embedding calls in MaximalMarginalRelevance (2N → 1 call) [stacks on #2496]
#2514 opened Jul 8, 2026 by pidefrem • Draft
4 of 5 tasks
1
feat: add use_representation_model option to hierarchical_topics() for parent node labeling
#2513 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
feat: add top-down (divisive) strategy for hierarchical_topics()
#2512 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
feat: add FeatureImportance representation model with contrastive and embedding-aware methods
#2511 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
feat: add soft_clustering_temp parameter for lightweight soft topic assignments
#2510 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
refactor: extract shared helper methods for document aggregation and topic naming
#2509 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
fix: correct representative docs sampling and index mapping in _extract_representative_docs
#2496 opened Jul 8, 2026 by pidefrem Loading…
4 of 5 tasks
1
ci: fix zizmor findings
#2490 opened Jun 8, 2026 by afuetterer Contributor Loading…
1 of 5 tasks
ci: display only direct dependencies of bertopic in the tree
#2489 opened Jun 8, 2026 by afuetterer Contributor Loading…
1 of 5 tasks
ci: set up automatic quarterly dependency updates
#2488 opened Jun 5, 2026 by afuetterer Contributor Loading…
1 of 5 tasks
1
Add short-term fallback for models that do not support stop sequences
#2487 opened May 31, 2026 by veekaybee Loading…
2 of 5 tasks
Update cuML install docs
#2486 opened May 13, 2026 by csadorf Contributor Loading…
2 of 5 tasks
Fix stop parameter check to allow explicit None value
#2482 opened Apr 14, 2026 by sam-baumann Loading…
2 of 5 tasks
1
Enable ruff rule UP
#2474 opened Feb 25, 2026 by roli-lpci Loading…
2 of 5 tasks
1
Ollama + Standardizing LLM-representations
#2467 opened Jan 3, 2026 by MaartenGr Owner • Draft
2
Make SklearnEmbedder return a dense array
#2454 opened Nov 4, 2025 by sergioburdisso Loading…
9
Update topic mapping when all documents match zero-shot topics
#2451 opened Oct 29, 2025 by huisman Contributor • Draft
2 of 5 tasks
1
1
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