>>> from techminer2.science_mapping.topic_modeling.nmf 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,
... #
... # NMF PARAMS:
... n_components=10,
... init=None,
... solver="cd",
... beta_loss="frobenius",
... tol=0.0001,
... max_iter=200,
... alpha_W=0.0,
... alpha_H=0.0,
... l1_ratio=0.0,
... shuffle=False,
... random_state=0,
... #
... # DATABASE PARAMS:
... root_dir="example/",
... database="main",
... year_filter=(None, None),
... cited_by_filter=(None, None),
... )
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_000_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_001_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_002_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_003_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_004_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_005_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_006_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_007_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_008_abstracts_report.txt' was created.
--INFO-- The file 'example/reports/topic_modeling/nmf/theme_009_abstracts_report.txt' was created.