戒酒的李白
130 lines
5.1 KiB
YAML
130 lines
5.1 KiB
YAML
site_name: BERTopic
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repo_url: https://github.com/MaartenGr/BERTopic
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site_url: https://maartengr.github.io/BERTopic/
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site_description: Leveraging BERT and a class-based TF-IDF to create easily interpretable topics.
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site_author: Maarten P. Grootendorst
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use_directory_urls: false
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extra_css:
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- stylesheets/extra.css
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nav:
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- Home: index.md
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- The Algorithm: algorithm/algorithm.md
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- Getting Started:
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- Quick Start: getting_started/quickstart/quickstart.md
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- Serialization: getting_started/serialization/serialization.md
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- Search Topics: getting_started/search/search.md
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- Best Practices: getting_started/best_practices/best_practices.md
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- In-depth:
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- Visualizations:
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- Topics: getting_started/visualization/visualize_topics.md
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- Documents: getting_started/visualization/visualize_documents.md
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- Terms: getting_started/visualization/visualize_terms.md
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- Hierarchy: getting_started/visualization/visualize_hierarchy.md
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- Update Topics:
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- Topic Reduction: getting_started/topicreduction/topicreduction.md
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- Update Topic Representations: getting_started/topicrepresentation/topicrepresentation.md
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- Outlier reduction: getting_started/outlier_reduction/outlier_reduction.md
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- Parameter tuning: getting_started/parameter tuning/parametertuning.md
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- Tips & Tricks: getting_started/tips_and_tricks/tips_and_tricks.md
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- Sub-models:
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- 1. Embeddings: getting_started/embeddings/embeddings.md
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- 2. Dimensionality Reduction: getting_started/dim_reduction/dim_reduction.md
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- 3. Clustering: getting_started/clustering/clustering.md
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- 4. Vectorizers: getting_started/vectorizers/vectorizers.md
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- 5. c-TF-IDF: getting_started/ctfidf/ctfidf.md
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- 6. Fine-tune Topics:
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- 6A. Representation Models: getting_started/representation/representation.md
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- 6B. LLM & Generative AI: getting_started/representation/llm.md
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- 6C. Multiple Representations: getting_started/multiaspect/multiaspect.md
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- Variations:
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- Dynamic Topic Modeling: getting_started/topicsovertime/topicsovertime.md
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- Hierarchical Topic Modeling: getting_started/hierarchicaltopics/hierarchicaltopics.md
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- Multimodal Topic Modeling: getting_started/multimodal/multimodal.md
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- Online Topic Modeling: getting_started/online/online.md
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- Merge Multiple Models: getting_started/merge/merge.md
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- (semi)-supervised:
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- Semi-supervised Topic Modeling: getting_started/semisupervised/semisupervised.md
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- Supervised Topic Modeling: getting_started/supervised/supervised.md
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- Manual Topic Modeling: getting_started/manual/manual.md
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- Guided Topic Modeling: getting_started/guided/guided.md
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- Zero-shot Topic Modeling: getting_started/zeroshot/zeroshot.md
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- Topic Distributions: getting_started/distribution/distribution.md
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- Topics per Class: getting_started/topicsperclass/topicsperclass.md
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- Seed Words: getting_started/seed_words/seed_words.md
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- FAQ: faq.md
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- Use Cases: usecases.md
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- API:
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- BERTopic: api/bertopic.md
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- Sub-models:
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- 1. Backends: api/backends.md
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- 2. Dimensionality Reduction: api/dimensionality.md
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- 3. Clustering: api/cluster.md
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- 4. Vectorizers: api/vectorizers.md
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- 5. c-TF-IDF: api/ctfidf.md
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- 6. Fine-Tune Topic Representation: api/representations.md
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- Plotting:
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- Barchart: api/plotting/barchart.md
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- Documents: api/plotting/documents.md
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- Documents with DataMapPlot: api/plotting/document_datamap.md
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- DTM: api/plotting/dtm.md
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- Hierarchical documents: api/plotting/hierarchical_documents.md
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- Hierarchical topics: api/plotting/hierarchy.md
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- Distribution: api/plotting/distribution.md
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- Heatmap: api/plotting/heatmap.md
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- Term Scores: api/plotting/term.md
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- Topics: api/plotting/topics.md
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- Topics per Class: api/plotting/topics_per_class.md
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- Changelog: changelog.md
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plugins:
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- mkdocstrings:
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watch:
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- bertopic
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- search
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copyright: Copyright © 2024 Maintained by <a href="https://github.com/MaartenGr">Maarten Grootendorst</a>.
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theme:
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