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Polish docs and comments in BERTopic (#2481) Code Checks #1207: Pull request #2522 opened by bglglzd
8m 12s bglglzd:bugfix/2481-20260712-195101
bglglzd:bugfix/2481-20260712-195101
8m 12s
Add visualize_representative_images for image-only topic models Code Checks #1206: Pull request #2521 opened by Gsebs
8m 7s Gsebs:feat/2236-visualize-representative-images
Gsebs:feat/2236-visualize-representative-images
8m 7s
feat: add outliers_nb_target to approximate_distribution() for target-based min_similarity [stacks on #2519] Code Checks #1205: Pull request #2520 opened by pidefrem
13m 20s pidefrem:pr08-auto-min-similarity
pidefrem:pr08-auto-min-similarity
13m 20s
feat: add outliers_percentage_target to reduce_outliers() for target-based outlier reduction [stacks on #2516] Code Checks #1204: Pull request #2519 opened by pidefrem
14m 7s pidefrem:pr07-auto-threshold-reduce-outliers
pidefrem:pr07-auto-threshold-reduce-outliers
14m 7s
feat: add tokenized_documents parameter to avoid redundant tokenization [stacks on #2515] Code Checks #1203: Pull request #2518 opened by pidefrem
12m 55s pidefrem:pr13-pretokenized-documents
pidefrem:pr13-pretokenized-documents
12m 55s
feat: support pre-computed UMAP embeddings via umap_embeddings parameter [stacks on #2515] Code Checks #1202: Pull request #2517 opened by pidefrem
19m 40s pidefrem:pr10-precomputed-umap
pidefrem:pr10-precomputed-umap
19m 40s
feat: add recalculate_representative_docs() method with configurable count [stacks on #2514] Code Checks #1201: Pull request #2516 opened by pidefrem
15m 48s pidefrem:pr06-configurable-nr-repr-docs
pidefrem:pr06-configurable-nr-repr-docs
15m 48s
perf: cache representative_docs_ to avoid redundant recomputation [stacks on #2496] Code Checks #1200: Pull request #2515 opened by pidefrem
16m 6s pidefrem:pr05-cache-repr-docs
pidefrem:pr05-cache-repr-docs
16m 6s
perf: batch embedding calls in MaximalMarginalRelevance (2N → 1 call) [stacks on #2496] Code Checks #1199: Pull request #2514 opened by pidefrem
16m 2s pidefrem:pr04-mmr-batched-embeddings
pidefrem:pr04-mmr-batched-embeddings
16m 2s
feat: add use_representation_model option to hierarchical_topics() for parent node labeling Code Checks #1198: Pull request #2513 opened by pidefrem
9m 26s pidefrem:pr09-hierarchy-labeling
pidefrem:pr09-hierarchy-labeling
9m 26s
feat: add top-down (divisive) strategy for hierarchical_topics() Code Checks #1197: Pull request #2512 opened by pidefrem
9m 21s pidefrem:pr14-divisive-hierarchy
pidefrem:pr14-divisive-hierarchy
9m 21s
feat: add FeatureImportance representation model with contrastive and embedding-aware methods Code Checks #1196: Pull request #2511 opened by pidefrem
8m 13s pidefrem:pr12-feature-importance
pidefrem:pr12-feature-importance
8m 13s
feat: add soft_clustering_temp parameter for lightweight soft topic assignments Code Checks #1195: Pull request #2510 opened by pidefrem
8m 18s pidefrem:pr11-soft-clustering
pidefrem:pr11-soft-clustering
8m 18s
refactor: extract shared helper methods for document aggregation and topic naming Code Checks #1194: Pull request #2509 opened by pidefrem
8m 20s pidefrem:pr02-shared-helpers-refactoring
pidefrem:pr02-shared-helpers-refactoring
8m 20s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1193: Pull request #2496 synchronize by pidefrem
7m 56s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
7m 56s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1192: Pull request #2496 synchronize by pidefrem
7m 58s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
7m 58s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1191: Pull request #2496 synchronize by pidefrem
8m 40s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
8m 40s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1190: Pull request #2496 synchronize by pidefrem
7m 35s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
7m 35s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1189: Pull request #2496 synchronize by pidefrem
8m 33s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
8m 33s
fix: correct representative docs sampling and index mapping in _extract_representative_docs Code Checks #1188: Pull request #2496 opened by pidefrem
8m 6s pidefrem:fix/repr-docs-sampling-and-indexing
pidefrem:fix/repr-docs-sampling-and-indexing
8m 6s
ci: fix zizmor findings Code Checks #1187: Pull request #2490 opened by afuetterer
8m 19s afuetterer:zizmor
afuetterer:zizmor
8m 19s
ci: display only direct dependencies of bertopic in the tree Code Checks #1186: Pull request #2489 opened by afuetterer
8m 38s afuetterer:uv-tree
afuetterer:uv-tree
8m 38s
ci: set up automatic quarterly dependency updates Code Checks #1185: Pull request #2488 opened by afuetterer
5m 25s afuetterer:dependabot
afuetterer:dependabot
5m 25s
Add short-term fallback for models that do not support stop sequences Code Checks #1184: Pull request #2487 synchronize by veekaybee
7m 34s veekaybee:fix-oai-stop-kwargs
veekaybee:fix-oai-stop-kwargs
7m 34s
Add short-term fallback for models that do not support stop sequences Code Checks #1183: Pull request #2487 opened by veekaybee
7m 7s veekaybee:fix-oai-stop-kwargs
veekaybee:fix-oai-stop-kwargs
7m 7s