pysummarization.nlpbase package

Subpackages

• pysummarization.nlpbase.autoabstractor package
  • Submodules
  • pysummarization.nlpbase.autoabstractor.n_gram_auto_abstractor module
  • Module contents

Submodules

pysummarization.nlpbase.auto_abstractor module

class pysummarization.nlpbase.auto_abstractor.AutoAbstractor

Bases: pysummarization.nlp_base.NlpBase

The object for automatic summarization.

cluster_threshold

getter

get_cluster_threshold()

getter

get_target_n()

getter

get_top_sentences()

getter

set_cluster_threshold(value)

setter

set_target_n(value)

setter

set_top_sentences(value)

setter

summarize(document, Abstractor, similarity_filter=None)

Execute summarization.

Parameters:

• document – The target document.
• Abstractor – The object of AbstractableDoc.
• The object of SimilarityFilter. (similarity_filter) –

Returns:

dict data. - “summarize_result”: The list of summarized sentences., - “scoring_data”: The list of scores.

target_n

getter

top_sentences

getter

Module contents