nlp

• advanced
  • KGAdvancedConfig
    • KGAdvancedConfig.alpha_value_drop_title
    • KGAdvancedConfig.bonferroni_drop_title
    • KGAdvancedConfig.create_significant_feature_card()
    • KGAdvancedConfig.create_sim_thresh_config_drop()
    • KGAdvancedConfig.get_alpha_value_or_default()
    • KGAdvancedConfig.get_bonferroni_value_or_default()
    • KGAdvancedConfig.get_sim_threshold_range_or_default()
    • KGAdvancedConfig.get_sim_threshold_value_or_default()
    • KGAdvancedConfig.main_section
    • KGAdvancedConfig.run()
    • KGAdvancedConfig.sim_threshold_drop_range
    • KGAdvancedConfig.sim_threshold_drop_title
    • KGAdvancedConfig.step_title
• analytics
  • HistogramInsightsStep
    • HistogramInsightsStep.main_section
    • HistogramInsightsStep.run()
  • LouvainCommunityEntities
    • LouvainCommunityEntities.main_section
    • LouvainCommunityEntities.run()
• common
  • base_stats2infographics()
  • build_default_page()
  • build_kg_dashboard()
  • compute_topk_communities()
  • crop_plot()
  • get_assets_info()
  • topk_stats2infographics()
• data_upload
  • DataUpload
    • DataUpload.corpus_name_textinput_placeholder
    • DataUpload.corpus_name_textinput_title
    • DataUpload.corpus_requirements
    • DataUpload.data_source_title
    • DataUpload.get_corpus_name()
    • DataUpload.get_model_or_default()
    • DataUpload.main_section
    • DataUpload.model_selection_default
    • DataUpload.model_selection_title
    • DataUpload.run()
    • DataUpload.step_title
• feature_analytics
  • FeatureExploration
    • FeatureExploration.counting_occurrences_plot()
    • FeatureExploration.create_distrib_num_doc_f_appears()
    • FeatureExploration.create_distrib_unique_feature_in_doc()
    • FeatureExploration.produce_download_btn()
    • FeatureExploration.produce_frequencies()
    • FeatureExploration.run()
  • SimplifiedRelevantEntities
    • SimplifiedRelevantEntities.main_section
    • SimplifiedRelevantEntities.run()
    • SimplifiedRelevantEntities.step_title
  • dropdown_updater()
• ingestion
  • DataDiagnostic
    • DataDiagnostic.build_advanced_dashboard()
    • DataDiagnostic.build_simple_dashboard()
    • DataDiagnostic.default_narrative
    • DataDiagnostic.filter_by_date()
    • DataDiagnostic.get_dependencies()
    • DataDiagnostic.logger
    • DataDiagnostic.main_section
    • DataDiagnostic.merge_narrative_features()
    • DataDiagnostic.run()
  • DateTimeFiltering
    • DateTimeFiltering.cast_column()
    • DateTimeFiltering.dt_range
    • DateTimeFiltering.get_dependencies()
    • DateTimeFiltering.logger
    • DateTimeFiltering.produce_plot_image()
    • DateTimeFiltering.run()
  • create_average_dep_depth_hist()
  • doc_len_infographic()
  • empty_docs_infographic()
  • events_entities_infographics()
  • generate_pos_summary_df()
  • mean_dependency_tree_depth()
  • mean_sents_info()
  • mean_unique_words()
  • sent_len_infographic()
  • unique_ents_features_in_corpus()
  • unique_events_features_in_corpus()
• network_extraction
  • ShowGraph
    • ShowGraph.logger
    • ShowGraph.main_section
    • ShowGraph.run()
  • reload_kg_callback()
• pipeline_config
  • NoDatasetIdxException
  • PipelineConfigurationStep
    • PipelineConfigurationStep.available_tasks_drop_title
    • PipelineConfigurationStep.create_date_filtering_components()
    • PipelineConfigurationStep.create_feature_selection_card()
    • PipelineConfigurationStep.create_pipeline_config_drop()
    • PipelineConfigurationStep.default_pipeline_tasks
    • PipelineConfigurationStep.dt_dropdown_title
    • PipelineConfigurationStep.dt_format_input
    • PipelineConfigurationStep.get_idx()
    • PipelineConfigurationStep.get_pipe_config_or_default()
    • PipelineConfigurationStep.identifier_dropdown_title
    • PipelineConfigurationStep.kpi_dropdown_title
    • PipelineConfigurationStep.narrative_dropdown_title
    • PipelineConfigurationStep.run()
    • PipelineConfigurationStep.step_title
• sim_thresh
  • SimilarityThresholdExperiments
    • SimilarityThresholdExperiments.logger
    • SimilarityThresholdExperiments.main_section
    • SimilarityThresholdExperiments.numeric_range_title
    • SimilarityThresholdExperiments.run()
    • SimilarityThresholdExperiments.sim_thresh_step_description
    • SimilarityThresholdExperiments.step_title
  • augment_nodes_with_extra_features()
  • compute_relevant_entities()
  • round_to_multiple()
  • slider_callback()

virtualitics_sdk.nlp.init_custom_components(components)

Register spacy components. At the moment it works only on the english language.

Parameters:

components (List[Union[EventExtractor, NerSummarization, CorpusStats]]) – List of classes.