Index

A

AsApp (class in compshs.semantics) (class in compshs.semantics.shift) asapp_embeddings_strategy() (compshs.semantics.AsApp method) (compshs.semantics.shift.AsApp method) asapp_keywords_strategy() (compshs.semantics.AsApp method) (compshs.semantics.shift.AsApp method)

attribute_exist_at_timedates() (compshs.semantics.shift.SSTA method) (compshs.semantics.SSTA method) average_pairwise_similarity() (in module compshs.utils) (in module compshs.utils.metrics) average_senses() (compshs.semantics.concept_induction.ConceptInduction method) (compshs.semantics.ConceptInduction method)

B

BaseSemanticShift (class in compshs.semantics.base)

BaseText (class in compshs.text.base)

C

check_exist_column_name() (in module compshs.utils.check) check_exist_table_name() (in module compshs.utils.check) check_sql_identifier() (in module compshs.utils.check) check_sql_identifiers() (in module compshs.utils.check) clean_text() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method) clean_word() (compshs.embedding.contextual_embedding.ContextualEmbedding method) coherence() (in module compshs.utils) (in module compshs.utils.metrics) compshs module compshs.data module compshs.data.base module compshs.data.tests module compshs.data.tests.test_base module compshs.data.tests.test_parse module compshs.embedding module compshs.embedding.contextual_embedding module compshs.embedding.tests module compshs.embedding.tests.test_contextual_embedding module compshs.semantics module compshs.semantics.base module compshs.semantics.concept_induction module compshs.semantics.shift module compshs.semantics.tests module compshs.semantics.tests.test_base module compshs.semantics.tests.test_concept_induction module compshs.semantics.tests.test_shift module compshs.text module compshs.text.base module compshs.text.feature_selection module

compshs.text.frequency module compshs.text.preprocess module compshs.text.tests module compshs.text.tests.test_feature_selection module compshs.text.tests.test_frequency module compshs.text.tests.test_preprocess module compshs.text.tests.test_topic_modelling module compshs.text.topic_modelling module compshs.utils module compshs.utils.check module compshs.utils.metrics module compshs.utils.rank module compshs.utils.tests module compshs.utils.tests.test_check module compshs.utils.tests.test_metrics module compshs.utils.tests.test_rank module compshs.visualization module compshs.visualization.plot module compshs.visualization.tests module compshs.visualization.tests.test_plot module compute_asapp_for_timepair() (compshs.semantics.AsApp method) (compshs.semantics.shift.AsApp method) compute_metric_for_timepair() (compshs.semantics.base.BaseSemanticShift method) compute_sapp_for_timepair() (compshs.semantics.SApp method) (compshs.semantics.shift.SApp method) ConceptInduction (class in compshs.semantics) (class in compshs.semantics.concept_induction) connection (compshs.data.tests.test_parse.TestFromSQL attribute) ContextualEmbedding (class in compshs.embedding) (class in compshs.embedding.contextual_embedding) cursor (compshs.data.tests.test_parse.TestFromSQL attribute)

D

Dataset (class in compshs.data.base) diversity() (in module compshs.utils) (in module compshs.utils.metrics)

DS (class in compshs.semantics) (class in compshs.semantics.shift)

E

encode_chunk() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method) extract_keyword_sentences() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method)

extract_top_words() (in module compshs.utils) (in module compshs.utils.rank)

F

FeatureSelection (class in compshs.text) (class in compshs.text.feature_selection) fit() (compshs.text.frequency.FrequencyCounter method) (compshs.text.FrequencyCounter method) (compshs.text.Preprocess method) (compshs.text.preprocess.Preprocess method) (compshs.text.topic_modelling.TopicModeler method) (compshs.text.TopicModeler method)

fit_transform() (compshs.text.frequency.FrequencyCounter method) (compshs.text.FrequencyCounter method) (compshs.text.topic_modelling.TopicModeler method) (compshs.text.TopicModeler method) FrequencyCounter (class in compshs.text) (class in compshs.text.frequency) from_directory() (in module compshs.data) from_sql() (in module compshs.data)

G

get_common_attributes() (compshs.semantics.base.BaseSemanticShift method) get_common_keywords() (compshs.semantics.base.BaseSemanticShift method) get_concept_clusters() (compshs.semantics.concept_induction.ConceptInduction method) (compshs.semantics.ConceptInduction method) get_df_from_corpus() (compshs.text.feature_selection.FeatureSelection method) (compshs.text.FeatureSelection method) get_group() (compshs.semantics.base.BaseSemanticShift method) get_query() (in module compshs.data) get_sense_clusters() (compshs.semantics.concept_induction.ConceptInduction method) (compshs.semantics.ConceptInduction method)

get_token_names() (compshs.text.frequency.FrequencyCounter method) (compshs.text.FrequencyCounter method) get_word_contributions() (compshs.text.topic_modelling.TopicModeler method) (compshs.text.TopicModeler method) group_embeddings() (compshs.semantics.base.BaseSemanticShift method) (compshs.semantics.concept_induction.ConceptInduction method) (compshs.semantics.ConceptInduction method) group_output_fixed() (compshs.semantics.base.BaseSemanticShift method) group_output_sequential() (compshs.semantics.base.BaseSemanticShift method) group_subword_embeddings() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method)

K

keyword_exist_at_timedates() (compshs.semantics.shift.SSTA method) (compshs.semantics.SSTA method)

L

load_lang() (in module compshs.utils.check)

M

module compshs compshs.data compshs.data.base compshs.data.tests compshs.data.tests.test_base compshs.data.tests.test_parse compshs.embedding compshs.embedding.contextual_embedding compshs.embedding.tests compshs.embedding.tests.test_contextual_embedding compshs.semantics compshs.semantics.base compshs.semantics.concept_induction compshs.semantics.shift compshs.semantics.tests compshs.semantics.tests.test_base compshs.semantics.tests.test_concept_induction compshs.semantics.tests.test_shift compshs.text compshs.text.base compshs.text.feature_selection compshs.text.frequency compshs.text.preprocess compshs.text.tests compshs.text.tests.test_feature_selection compshs.text.tests.test_frequency compshs.text.tests.test_preprocess compshs.text.tests.test_topic_modelling compshs.text.topic_modelling compshs.utils compshs.utils.check compshs.utils.metrics compshs.utils.rank compshs.utils.tests compshs.utils.tests.test_check compshs.utils.tests.test_metrics compshs.utils.tests.test_rank compshs.visualization compshs.visualization.plot compshs.visualization.tests compshs.visualization.tests.test_plot

P

plot_feature_selection() (in module compshs.visualization.plot) plot_fixed_approaching() (in module compshs.visualization) (in module compshs.visualization.plot) plot_pyLDA() (in module compshs.visualization) (in module compshs.visualization.plot) plot_sequential_approaching() (in module compshs.visualization) (in module compshs.visualization.plot)

plot_ssta() (in module compshs.visualization) (in module compshs.visualization.plot) plot_top_words() (in module compshs.visualization) (in module compshs.visualization.plot) Preprocess (class in compshs.text) (class in compshs.text.preprocess) process_doc() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method)

S

SApp (class in compshs.semantics) (class in compshs.semantics.shift) sapp_embeddings_strategy() (compshs.semantics.SApp method) (compshs.semantics.shift.SApp method) sapp_keywords_strategy() (compshs.semantics.SApp method) (compshs.semantics.shift.SApp method) setUp() (compshs.data.tests.test_parse.TestFromDirectory method) (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) (compshs.semantics.tests.test_base.TestBaseSemanticShift method) (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) (compshs.semantics.tests.test_shift.TestAsApp method) (compshs.semantics.tests.test_shift.TestDS method) (compshs.semantics.tests.test_shift.TestSApp method) (compshs.semantics.tests.test_shift.TestSSTA method) (compshs.text.tests.test_feature_selection.TestFeatureSelection method) (compshs.text.tests.test_frequency.TestFrequency method) (compshs.text.tests.test_preprocess.TestPreprocess method) (compshs.text.tests.test_topic_modelling.TestTopicModelling method) (compshs.visualization.tests.test_plot.TestPlot method)

setUpClass() (compshs.data.tests.test_parse.TestFromSQL class method) spacy_doc_from_txt() (compshs.text.feature_selection.FeatureSelection method) (compshs.text.FeatureSelection method) SSTA (class in compshs.semantics) (class in compshs.semantics.shift)

T

tearDownClass() (compshs.data.tests.test_parse.TestFromSQL class method) test_01_from_sql_valid() (compshs.data.tests.test_parse.TestFromSQL method) test_02_from_sql_default_dataset_name() (compshs.data.tests.test_parse.TestFromSQL method) test_03_from_sql_empty_table() (compshs.data.tests.test_parse.TestFromSQL method) test_asapp_embeddings_strategy() (compshs.semantics.tests.test_shift.TestAsApp method) test_asapp_keywords_strategy() (compshs.semantics.tests.test_shift.TestAsApp method) test_attribute_exist_at_timedates() (compshs.semantics.tests.test_shift.TestSSTA method) test_average_pairwise_similarity() (compshs.utils.tests.test_metrics.TestMetrics method) test_average_senses() (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) test_check_exist_column_name() (compshs.utils.tests.test_check.TestChecks method) test_check_exist_table_name() (compshs.utils.tests.test_check.TestChecks method) test_check_sql_identifier() (compshs.utils.tests.test_check.TestChecks method) test_check_sql_identifiers() (compshs.utils.tests.test_check.TestChecks method) test_clean_text() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_clean_word() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_coherence() (compshs.utils.tests.test_metrics.TestMetrics method) test_compute_asapp_for_timepair() (compshs.semantics.tests.test_shift.TestAsApp method) test_compute_metric_for_timepair() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_compute_sapp_for_timepairs() (compshs.semantics.tests.test_shift.TestSApp method) test_db_path (compshs.data.tests.test_parse.TestFromSQL attribute) test_diversity() (compshs.utils.tests.test_metrics.TestMetrics method) test_encode_chunk() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_extract_keyword_sentences() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_fit() (compshs.text.tests.test_preprocess.TestPreprocess method) test_fit_transform() (compshs.text.tests.test_frequency.TestFrequency method) (compshs.text.tests.test_topic_modelling.TestTopicModelling method) test_from_directory_empty() (compshs.data.tests.test_parse.TestFromDirectory method) test_from_directory_with_names() (compshs.data.tests.test_parse.TestFromDirectory method) test_from_directory_without_names() (compshs.data.tests.test_parse.TestFromDirectory method) test_get_attr() (compshs.data.tests.test_base.TestDataset method) test_get_common_attributes() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_get_common_keywords() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_get_concept_clusters() (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) test_get_df_from_corpus() (compshs.text.tests.test_feature_selection.TestFeatureSelection method) test_get_group() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_get_sense_clusters() (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) test_get_token_names() (compshs.text.tests.test_frequency.TestFrequency method) test_get_word_contributions() (compshs.text.tests.test_topic_modelling.TestTopicModelling method) test_group_embeddings() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) test_group_output_fixed() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_group_output_sequential() (compshs.semantics.tests.test_base.TestBaseSemanticShift method) test_group_subword_embeddings() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_init() (compshs.data.tests.test_base.TestDataset method) test_init_topic_modeler() (compshs.text.tests.test_topic_modelling.TestTopicModelling method) test_init_vectorizer() (compshs.text.tests.test_frequency.TestFrequency method) test_keyword_exist_at_timedates() (compshs.semantics.tests.test_shift.TestSSTA method) test_load_lang_downloads_and_loads_fail() (compshs.utils.tests.test_check.TestChecks method) test_load_lang_fails_then_succeeds() (compshs.utils.tests.test_check.TestChecks method) test_load_lang_success() (compshs.utils.tests.test_check.TestChecks method) test_plot_feature_selection() (compshs.visualization.tests.test_plot.TestPlot method) test_plot_fixed_approaching() (compshs.visualization.tests.test_plot.TestPlot method) test_plot_pyLDA() (compshs.visualization.tests.test_plot.TestPlot method) test_plot_sequential_approaching() (compshs.visualization.tests.test_plot.TestPlot method) test_plot_ssta() (compshs.visualization.tests.test_plot.TestPlot method) test_plot_top_words() (compshs.visualization.tests.test_plot.TestPlot method) test_process_doc() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_sapp_embeddings_strategy() (compshs.semantics.tests.test_shift.TestSApp method)

test_sapp_keywords_strategy() (compshs.semantics.tests.test_shift.TestSApp method) test_set_attr() (compshs.data.tests.test_base.TestDataset method) test_spacy_doc_from_txt() (compshs.text.tests.test_feature_selection.TestFeatureSelection method) test_tokenize_and_chunk() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) test_top_k() (compshs.utils.tests.test_rank.TestRank method) test_topic_coherence() (compshs.utils.tests.test_metrics.TestMetrics method) test_transform() (compshs.embedding.tests.test_contextual_embedding.TestContextualEmbedding method) (compshs.semantics.tests.test_concept_induction.TestConceptInduction method) (compshs.semantics.tests.test_shift.TestAsApp method) (compshs.semantics.tests.test_shift.TestDS method) (compshs.semantics.tests.test_shift.TestSApp method) (compshs.semantics.tests.test_shift.TestSSTA method) (compshs.text.tests.test_feature_selection.TestFeatureSelection method) (compshs.text.tests.test_preprocess.TestPreprocess method) TestAsApp (class in compshs.semantics.tests.test_shift) TestBaseSemanticShift (class in compshs.semantics.tests.test_base) TestChecks (class in compshs.utils.tests.test_check) TestConceptInduction (class in compshs.semantics.tests.test_concept_induction) TestContextualEmbedding (class in compshs.embedding.tests.test_contextual_embedding) TestDataset (class in compshs.data.tests.test_base) TestDS (class in compshs.semantics.tests.test_shift) TestFeatureSelection (class in compshs.text.tests.test_feature_selection) TestFrequency (class in compshs.text.tests.test_frequency) TestFromDirectory (class in compshs.data.tests.test_parse) TestFromSQL (class in compshs.data.tests.test_parse) TestMetrics (class in compshs.utils.tests.test_metrics) TestPlot (class in compshs.visualization.tests.test_plot) TestPreprocess (class in compshs.text.tests.test_preprocess) TestRank (class in compshs.utils.tests.test_rank) TestSApp (class in compshs.semantics.tests.test_shift) TestSSTA (class in compshs.semantics.tests.test_shift) TestTopicModelling (class in compshs.text.tests.test_topic_modelling) tokenize_and_chunk() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method) top_k() (in module compshs.utils) (in module compshs.utils.rank) topic_coherence() (in module compshs.utils.metrics) TopicModeler (class in compshs.text) (class in compshs.text.topic_modelling) transform() (compshs.embedding.contextual_embedding.ContextualEmbedding method) (compshs.embedding.ContextualEmbedding method) (compshs.semantics.AsApp method) (compshs.semantics.concept_induction.ConceptInduction method) (compshs.semantics.ConceptInduction method) (compshs.semantics.DS method) (compshs.semantics.SApp method) (compshs.semantics.shift.AsApp method) (compshs.semantics.shift.DS method) (compshs.semantics.shift.SApp method) (compshs.semantics.shift.SSTA method) (compshs.semantics.SSTA method) (compshs.text.feature_selection.FeatureSelection method) (compshs.text.FeatureSelection method) (compshs.text.frequency.FrequencyCounter method) (compshs.text.FrequencyCounter method) (compshs.text.Preprocess method) (compshs.text.preprocess.Preprocess method) (compshs.text.topic_modelling.TopicModeler method) (compshs.text.TopicModeler method)