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Add BERTopic model

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Files changed (6) hide show
  1. README.md +75 -0
  2. config.json +16 -0
  3. ctfidf.safetensors +3 -0
  4. ctfidf_config.json +3223 -0
  5. topic_embeddings.safetensors +3 -0
  6. topics.json +475 -0
README.md ADDED
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+
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+ ---
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+ tags:
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+ - bertopic
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+ library_name: bertopic
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+ pipeline_tag: text-classification
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+ ---
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+
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+ # MARTINI_enrich_BERTopic_PatAltNorthWest
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+
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+ This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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+ BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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+
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+ ## Usage
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+
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+ To use this model, please install BERTopic:
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+
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+ ```
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+ pip install -U bertopic
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+ ```
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+
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+ You can use the model as follows:
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+
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+ ```python
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+ from bertopic import BERTopic
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+ topic_model = BERTopic.load("AIDA-UPM/MARTINI_enrich_BERTopic_PatAltNorthWest")
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+
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+ topic_model.get_topic_info()
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+ ```
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+
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+ ## Topic overview
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+
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+ * Number of topics: 6
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+ * Number of training documents: 286
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+
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+ <details>
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+ <summary>Click here for an overview of all topics.</summary>
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+
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+ | Topic ID | Topic Keywords | Topic Frequency | Label |
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+ |----------|----------------|-----------------|-------|
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+ | -1 | salford - britain - blackpool - migrants - downes | 20 | -1_salford_britain_blackpool_migrants |
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+ | 0 | merseyside - litter - pinewoods - alderley - lakeside | 153 | 0_merseyside_litter_pinewoods_alderley |
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+ | 1 | whites - lewthwaite - yorkshire - propaganda - bnp | 38 | 1_whites_lewthwaite_yorkshire_propaganda |
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+ | 2 | patriotic - merseyside - attended - memorials - peralta | 27 | 2_patriotic_merseyside_attended_memorials |
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+ | 3 | oldham - mohammed - murders - bbc - sexually | 24 | 3_oldham_mohammed_murders_bbc |
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+ | 4 | migrants - britannia - merseyside - pontins - protest | 24 | 4_migrants_britannia_merseyside_pontins |
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+
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+ </details>
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+
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+ ## Training hyperparameters
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+
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+ * calculate_probabilities: True
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+ * language: None
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+ * low_memory: False
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+ * min_topic_size: 10
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+ * n_gram_range: (1, 1)
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+ * nr_topics: None
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+ * seed_topic_list: None
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+ * top_n_words: 10
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+ * verbose: False
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+ * zeroshot_min_similarity: 0.7
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+ * zeroshot_topic_list: None
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+
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+ ## Framework versions
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+
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+ * Numpy: 1.26.4
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+ * HDBSCAN: 0.8.40
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+ * UMAP: 0.5.7
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+ * Pandas: 2.2.3
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+ * Scikit-Learn: 1.5.2
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+ * Sentence-transformers: 3.3.1
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+ * Transformers: 4.46.3
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+ * Numba: 0.60.0
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+ * Plotly: 5.24.1
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+ * Python: 3.10.12
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