Report

>>> from techminer2.science_mapping.topic_modeling.lda import report
>>> report(
...     #
...     # TF PARAMS:
...     field="author_keywords",
...     is_binary=True,
...     cooc_within=1,
...     #
...     # ITEM FILTERS:
...     top_n=None,
...     occ_range=(None, None),
...     gc_range=(None, None),
...     custom_items=None,
...     #
...     # LDA PARAMS:
...     n_components=10,
...     learning_decay=0.7,
...     learning_offset=50.0,
...     max_iter=10,
...     batch_size=128,
...     evaluate_every=-1,
...     perp_tol=0.1,
...     mean_change_tol=0.001,
...     max_doc_update_iter=100,
...     random_state=0,
...     #
...     # DATABASE PARAMS:
...     root_dir="example/",
...     database="main",
...     year_filter=(None, None),
...     cited_by_filter=(None, None),
... )
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_000_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_001_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_002_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_003_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_004_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_005_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_006_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_007_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_008_abstracts_report.txt' was created.
--INFO-- The file 'data/regtech/reports/topic_modeling/lda/theme_009_abstracts_report.txt' was created.