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  license: afl-3.0
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  license: afl-3.0
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+ Topic overview
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+ Number of topics: 30
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+ Number of training documents: 339650
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+ Click here for an overview of all topics.
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+ Training hyperparameters
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+ calculate_probabilities: False
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+ language: multilingual
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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: 30
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+ seed_topic_list: None
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+ top_n_words: 10
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+ verbose: True
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+
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+ Note:When saving the model, make sure to also keep track of the versions of dependencies and Python used.
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+ Loading and saving the model should be done using the same dependencies and Python.
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+ Moreover, models saved in one version of BERTopic are not guaranteed to load in other versions.
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+
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+ Framework versions
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+ bertopic 0.15.0
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+ Numpy: 1.24.4
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+ HDBSCAN: 0.8.33
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+ UMAP: 0.5.4
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+ Pandas: 2.0.3
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+ Scikit-Learn: 1.0.2
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+ Sentence-transformers: 2.2.2
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+ Transformers: 4.33.2
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+ Numba: 0.58.0
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+ Plotly: 5.17.0
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+ Python: 3.8.10