topik.models package¶
Subpackages¶
Submodules¶
topik.models.base_model_output module¶
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class
topik.models.base_model_output.
ModelOutput
(vectorized_corpus=None, model_func=None, vocab=None, term_frequency=None, topic_term_matrix=None, doc_lengths=None, doc_topic_matrix=None, **kwargs)[source]¶ Bases:
object
Abstract base class for topic models.
Ensures consistent interface across models, for base result display capabilities.
Attributes
_doc_topic_matrix (mapping of document ids to weights for topic indices) matrix storing the relative topic weights for each document _topic_term_matrix (mapping of terms to each topic) -
doc_lengths
¶
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doc_topic_matrix
¶
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term_frequency
¶
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topic_term_matrix
¶
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vocab
¶
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