Index

A

action_override() (virtualitics_sdk.app.step.Step method) add_card_to_section() (virtualitics_sdk.page.page.Page method) add_card_w_content() (virtualitics_sdk.page.section.Section method) add_content() (virtualitics_sdk.page.card.Card method) add_content_to_section() (virtualitics_sdk.page.page.Page method) add_engineer_notes() (virtualitics_sdk.assets.asset.Asset method) add_extra_features() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) add_notes() (virtualitics_sdk.assets.asset.Asset method) add_user_notes() (virtualitics_sdk.assets.asset.Asset method) ALL_ICONS (in module virtualitics_sdk.icons.fonts)

alpha_value_drop_title (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute) analyze_entity_proportions() (in module virtualitics_sdk.assets.knowledge_graph) App (class in virtualitics_sdk.app.app) Asset (class in virtualitics_sdk.assets.asset) AssetDownloadCustomEvent (class in virtualitics_sdk.elements.custom_event) AssetType (class in virtualitics_sdk.assets.asset) augment_nodes_with_extra_features() (in module virtualitics_sdk.nlp.sim_thresh) AUTO (virtualitics_sdk.elements.plot.PlotAxisScale attribute) available_models (virtualitics_sdk.assets.language_processor.LanguageProcessor attribute) available_tasks() (virtualitics_sdk.assets.language_processor.LanguageProcessor static method) available_tasks_drop_title (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute)

B

BAND (virtualitics_sdk.elements.plot.PlotAxisScale attribute) BAR (virtualitics_sdk.elements.plot.PlotType attribute) base_stats2infographics() (in module virtualitics_sdk.nlp.common) bonferroni_drop_title (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute)

BOTTOM (virtualitics_sdk.elements.plot.XAxisOrientation attribute) build_advanced_dashboard() (virtualitics_sdk.nlp.ingestion.DataDiagnostic method) build_default_page() (in module virtualitics_sdk.nlp.common) build_kg_dashboard() (in module virtualitics_sdk.nlp.common) build_simple_dashboard() (virtualitics_sdk.nlp.ingestion.DataDiagnostic method)

C

callback() (virtualitics_sdk.elements.custom_event.AssetDownloadCustomEvent method) (virtualitics_sdk.elements.custom_event.CustomEvent method) (virtualitics_sdk.elements.custom_event.TriggerFlowCustomEvent method) (virtualitics_sdk.elements.xai_button.XAIButton method) Card (class in virtualitics_sdk.page.card) CARDS (virtualitics_sdk.assets.explainer.ExplainerReturnTypes attribute) cast_column() (virtualitics_sdk.nlp.ingestion.DateTimeFiltering static method) CATEGORICAL (virtualitics_sdk.elements.waterfall_plot.DataType attribute) CENTER (virtualitics_sdk.elements.custom_event.CustomEventPosition attribute) CERTAIN_HIT (virtualitics_sdk.assets.explainer.InstanceSet attribute) CERTAIN_MISS (virtualitics_sdk.assets.explainer.InstanceSet attribute) chain() (virtualitics_sdk.app.app.App method) check_lime_usage_() (virtualitics_sdk.assets.explainer.Explainer method) check_shap_usage_() (virtualitics_sdk.assets.explainer.Explainer method) check_valid_encoding() (virtualitics_sdk.assets.dataset.Dataset method) check_valid_enum() (virtualitics_sdk.utils.types.ExtendedEnum class method) CLASSIFICATION (virtualitics_sdk.assets.explainer.ExplanationTypes attribute) Column (class in virtualitics_sdk.elements.dashboard) COLUMN (virtualitics_sdk.elements.dashboard.DashboardOrientation attribute) (virtualitics_sdk.elements.infograph.InfographicOrientation attribute) columns (virtualitics_sdk.store.store_interface.DatasetIndex attribute) compare_platform_version() (in module virtualitics_sdk.utils) compute_nlp_feature_vectors() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) compute_opt_sim_mat() (in module virtualitics_sdk.assets.knowledge_graph) compute_relevant_entities() (in module virtualitics_sdk.nlp.sim_thresh) compute_topk_communities() (in module virtualitics_sdk.nlp.common) conn2dropdown_str() (virtualitics_sdk.elements.dropdown_data_sources.DataSourceDropdown static method) ConnectionType (class in virtualitics_sdk.utils.types)

construct_knowledge_graph() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) convert_dtypes() (virtualitics_sdk.assets.dataset.Dataset method) convert_encoding() (virtualitics_sdk.assets.dataset.Dataset method) convert_strings_to_dtype() (virtualitics_sdk.assets.schema.Schema method) copy() (virtualitics_sdk.app.step.Step method) corpus_name_textinput_placeholder (virtualitics_sdk.nlp.data_upload.DataUpload attribute) corpus_name_textinput_title (virtualitics_sdk.nlp.data_upload.DataUpload attribute) corpus_requirements (virtualitics_sdk.nlp.data_upload.DataUpload attribute) counter_to_str_repr() (in module virtualitics_sdk.assets.language_processor) counting_occurrences_plot() (virtualitics_sdk.nlp.feature_analytics.FeatureExploration static method) create_average_dep_depth_hist() (in module virtualitics_sdk.nlp.ingestion) create_bar_plot() (in module virtualitics_sdk.utils.viz_utils) create_date_filtering_components() (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep class method) create_distrib_num_doc_f_appears() (virtualitics_sdk.nlp.feature_analytics.FeatureExploration static method) create_distrib_unique_feature_in_doc() (virtualitics_sdk.nlp.feature_analytics.FeatureExploration static method) create_element_link() (virtualitics_sdk.store.store_interface.StoreInterface method) create_feature_selection_card() (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep class method) create_future_element() (virtualitics_sdk.store.store_interface.StoreInterface method) create_histogram_plot() (in module virtualitics_sdk.utils.viz_utils) create_line_plot() (in module virtualitics_sdk.utils.viz_utils) create_pipeline_config_drop() (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep class method) create_plot() (in module virtualitics_sdk.utils.viz_utils) create_scatter_plot() (in module virtualitics_sdk.utils.viz_utils) create_significant_feature_card() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig method) create_sim_thresh_config_drop() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig class method) crop_plot() (in module virtualitics_sdk.nlp.common) CUSTOM_EVENT (virtualitics_sdk.elements.element.ElementType attribute) CustomEvent (class in virtualitics_sdk.elements.custom_event) CustomEventPosition (class in virtualitics_sdk.elements.custom_event)

D

Dashboard (class in virtualitics_sdk.elements.dashboard) DASHBOARD (virtualitics_sdk.app.step.StepType attribute) (virtualitics_sdk.elements.element.ElementType attribute) DashboardOrientation (class in virtualitics_sdk.elements.dashboard) DATA_LAB (virtualitics_sdk.app.step.StepType attribute) (virtualitics_sdk.page.page.PageType attribute) data_likelihood_info() (virtualitics_sdk.elements.xai_button.XAIButton method) DATA_SOURCE (virtualitics_sdk.elements.element.ElementType attribute) data_source_title (virtualitics_sdk.nlp.data_upload.DataUpload attribute) databricks (virtualitics_sdk.utils.types.ConnectionType attribute) DataDiagnostic (class in virtualitics_sdk.nlp.ingestion) DataEncoding (class in virtualitics_sdk.assets.dataset) Dataset (class in virtualitics_sdk.assets.dataset) DATASET (virtualitics_sdk.assets.asset.AssetType attribute) DATASET_UUID (virtualitics_sdk.assets.language_processor.LanguageProcessor attribute) DatasetIndex (class in virtualitics_sdk.store.store_interface) DataSource (class in virtualitics_sdk.elements.data_source) DataSourceDropdown (class in virtualitics_sdk.elements.dropdown_data_sources)

DATASTORE (virtualitics_sdk.assets.asset.AssetType attribute) DataType (class in virtualitics_sdk.elements.waterfall_plot) DataUpload (class in virtualitics_sdk.nlp.data_upload) DATE_TIME_RANGE (virtualitics_sdk.elements.element.ElementType attribute) DateTimeFiltering (class in virtualitics_sdk.nlp.ingestion) DateTimeRange (class in virtualitics_sdk.elements.date_time_range) db_to_pandas() (virtualitics_sdk.store.store_interface.StoreInterface method) default_narrative (virtualitics_sdk.nlp.ingestion.DataDiagnostic attribute) default_pipeline_tasks (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) difference_of_proportion_test() (in module virtualitics_sdk.assets.knowledge_graph) doc_len_infographic() (in module virtualitics_sdk.nlp.ingestion) Dropdown (class in virtualitics_sdk.elements.dropdown) DROPDOWN (virtualitics_sdk.elements.element.ElementType attribute) dropdown_str2conn() (virtualitics_sdk.elements.dropdown_data_sources.DataSourceDropdown static method) dropdown_updater() (in module virtualitics_sdk.nlp.feature_analytics) dt_dropdown_title (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) dt_format_input (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) dt_range (virtualitics_sdk.nlp.ingestion.DateTimeFiltering attribute)

E

elements (virtualitics_sdk.page.page.Page property) ElementType (class in virtualitics_sdk.elements.element) empty_docs_infographic() (in module virtualitics_sdk.nlp.ingestion) entities2features() (virtualitics_sdk.assets.language_processor.LanguageProcessor static method) estimate_diff_info() (virtualitics_sdk.elements.xai_button.XAIButton method) events2features() (virtualitics_sdk.assets.language_processor.LanguageProcessor static method)

events_entities_infographics() (in module virtualitics_sdk.nlp.ingestion) explain() (virtualitics_sdk.assets.explainer.Explainer method) Explainer (class in virtualitics_sdk.assets.explainer) EXPLAINER (virtualitics_sdk.assets.asset.AssetType attribute) ExplainerReturnTypes (class in virtualitics_sdk.assets.explainer) ExplanationTypes (class in virtualitics_sdk.assets.explainer) ExtendedEnum (class in virtualitics_sdk.utils.types)

F

FeatureExploration (class in virtualitics_sdk.nlp.feature_analytics) filter_by_date() (virtualitics_sdk.nlp.ingestion.DataDiagnostic static method) filter_data() (virtualitics_sdk.assets.dataset.Dataset method) filter_features() (virtualitics_sdk.assets.explainer.Explainer method) FILTERS (virtualitics_sdk.elements.element.ElementType attribute) fit_transform() (virtualitics_sdk.elements.line.OLSTrendLine method) Flow (in module virtualitics_sdk.app.app)

flow_id (virtualitics_sdk.app.flow_metadata.FlowMetadata attribute) FlowMetadata (class in virtualitics_sdk.app.flow_metadata) from_bytes() (virtualitics_sdk.assets.asset.Asset static method) from_csv() (virtualitics_sdk.assets.dataset.Dataset class method) from_excel() (virtualitics_sdk.assets.dataset.Dataset class method) from_json() (virtualitics_sdk.assets.dataset.Dataset class method) from_metadata() (virtualitics_sdk.assets.asset.Asset class method) from_pickle() (virtualitics_sdk.assets.asset.Asset class method)

G

generate_pos_summary_df() (in module virtualitics_sdk.nlp.ingestion) generete_self_hosted_image_url() (in module virtualitics_sdk.utils.image_utils) get_all_metainfo() (virtualitics_sdk.assets.model.Model method) get_alpha_value_or_default() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig class method) get_as_encoding() (virtualitics_sdk.assets.dataset.Dataset method) get_asset() (virtualitics_sdk.store.store_interface.StoreInterface method) get_asset_by_id() (virtualitics_sdk.store.store_interface.StoreInterface method) get_assets() (virtualitics_sdk.store.store_interface.StoreInterface method) get_assets_info() (in module virtualitics_sdk.nlp.common) get_axis_domain() (in module virtualitics_sdk.utils.viz_utils) get_bonferroni_value_or_default() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig class method) get_boto3_s3_client_from_connection_store() (virtualitics_sdk.store.store_interface.StoreInterface method) get_bounds() (in module virtualitics_sdk.utils.viz_utils) get_card_by_id() (virtualitics_sdk.page.page.Page method) (virtualitics_sdk.page.section.Section method) get_card_by_title() (virtualitics_sdk.page.page.Page method) get_categorical_names() (virtualitics_sdk.assets.dataset.Dataset method) get_corpus_name() (virtualitics_sdk.nlp.data_upload.DataUpload method) get_current_step_user_input() (virtualitics_sdk.store.store_interface.StoreInterface method) get_data() (virtualitics_sdk.app.app.App method) get_data_likelihood() (virtualitics_sdk.assets.explainer.Explainer method) get_dataset() (virtualitics_sdk.store.store_interface.StoreInterface method) get_dependencies() (virtualitics_sdk.nlp.ingestion.DataDiagnostic method) (virtualitics_sdk.nlp.ingestion.DateTimeFiltering method) get_doc_ids_and_dates() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_doc_nlp_features() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_doc_node_attributes() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_doc_numbers() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_element() (virtualitics_sdk.store.store_interface.StoreInterface method) get_element_by_id() (virtualitics_sdk.page.page.Page method) (virtualitics_sdk.store.store_interface.StoreInterface method) get_element_by_title() (virtualitics_sdk.page.page.Page method) get_element_value() (virtualitics_sdk.store.store_interface.StoreInterface method) get_elements() (virtualitics_sdk.elements.dashboard.Dashboard method) get_explainer() (virtualitics_sdk.store.store_interface.StoreInterface method) get_f_vectors() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) get_feature_explanation() (virtualitics_sdk.assets.explainer.Explainer method)

get_filters() (virtualitics_sdk.elements.dashboard.Dashboard method) get_idx() (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep class method) get_input() (virtualitics_sdk.store.store_interface.StoreInterface method) get_instance_hash() (virtualitics_sdk.assets.explainer.Explainer method) get_kg_corpus() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) get_lime_explanation() (virtualitics_sdk.assets.explainer.Explainer method) get_model() (virtualitics_sdk.store.store_interface.StoreInterface method) get_model_or_default() (virtualitics_sdk.nlp.data_upload.DataUpload method) get_object() (virtualitics_sdk.assets.asset.Asset method) get_page() (virtualitics_sdk.store.store_interface.StoreInterface method) get_pipe_config_or_default() (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep method) get_platform_version_info() (in module virtualitics_sdk.utils) get_previous_step_name() (virtualitics_sdk.store.store_interface.StoreInterface method) get_ranked_nlp_features() (in module virtualitics_sdk.assets.knowledge_graph) get_raw_data_source_data() (virtualitics_sdk.store.store_interface.StoreInterface method) get_recent_time() (virtualitics_sdk.assets.model.Model method) get_s3_asset() (virtualitics_sdk.store.store_interface.StoreInterface method) get_schema() (virtualitics_sdk.store.store_interface.StoreInterface method) get_section_by_title() (virtualitics_sdk.page.page.Page method) get_shap_explanation() (virtualitics_sdk.assets.explainer.Explainer method) get_sim_threshold_range_or_default() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig class method) get_sim_threshold_value_or_default() (virtualitics_sdk.nlp.advanced.KGAdvancedConfig class method) get_single_doc_nlp_features() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_table() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) get_text_explanation() (virtualitics_sdk.assets.explainer.Explainer method) get_tfidif_model() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) get_time() (virtualitics_sdk.assets.model.Model method) get_valid_enums() (virtualitics_sdk.utils.types.ExtendedEnum class method) get_value() (virtualitics_sdk.elements.custom_event.CustomEvent method) (virtualitics_sdk.elements.data_source.DataSource method) (virtualitics_sdk.elements.date_time_range.DateTimeRange method) (virtualitics_sdk.elements.dropdown.Dropdown method) (virtualitics_sdk.elements.dropdown_data_sources.DataSourceDropdown method) (virtualitics_sdk.elements.element.InputElement method) (virtualitics_sdk.elements.numeric_range.NumericRange method) (virtualitics_sdk.elements.text_input.TextInput method) (virtualitics_sdk.elements.xai_dashboard.XAIDashboard method) get_waterfall_explanation() (virtualitics_sdk.assets.explainer.Explainer static method)

H

HistogramInsightsStep (class in virtualitics_sdk.nlp.analytics)

HORIZONTAL (virtualitics_sdk.elements.line.LineType attribute) HorizontalLine (class in virtualitics_sdk.elements.line)

I

identifier_dropdown_title (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) IDENTITY (virtualitics_sdk.elements.plot.PlotAxisScale attribute) Image (class in virtualitics_sdk.elements.image) IMAGE (virtualitics_sdk.elements.element.ElementType attribute) IMAGES (virtualitics_sdk.assets.explainer.ExplainerReturnTypes attribute) ImageSize (class in virtualitics_sdk.elements.image) INFO (virtualitics_sdk.elements.infograph.InfographDataType attribute) InfographData (class in virtualitics_sdk.elements.infograph) InfographDataType (class in virtualitics_sdk.elements.infograph) Infographic (class in virtualitics_sdk.elements.infograph) INFOGRAPHIC (virtualitics_sdk.elements.element.ElementType attribute) InfographicOrientation (class in virtualitics_sdk.elements.infograph) ingest() (virtualitics_sdk.assets.language_processor.LanguageProcessor method) init_custom_components() (in module virtualitics_sdk.nlp) initialize_dataset_model_stats() (virtualitics_sdk.assets.explainer.Explainer method) initialize_encodings() (virtualitics_sdk.assets.dataset.Dataset method) (virtualitics_sdk.assets.explainer.Explainer method)

initialize_explainer_lime() (virtualitics_sdk.assets.explainer.Explainer method) initialize_explainer_shap() (virtualitics_sdk.assets.explainer.Explainer method) initialize_explainers() (virtualitics_sdk.assets.explainer.Explainer method) initialize_explanation_mode() (virtualitics_sdk.assets.explainer.Explainer method) initialize_filters() (virtualitics_sdk.assets.dataset.Dataset method) initialize_model() (virtualitics_sdk.assets.explainer.Explainer method) (virtualitics_sdk.assets.language_processor.LanguageProcessor method) initialize_output_names() (virtualitics_sdk.assets.explainer.Explainer method) INPUT (virtualitics_sdk.app.step.StepType attribute) (virtualitics_sdk.elements.element.ElementType attribute) (virtualitics_sdk.page.page.PageType attribute) InputElement (class in virtualitics_sdk.elements.element) instance_exp_info() (virtualitics_sdk.elements.xai_button.XAIButton method) InstanceSelectionMethod (class in virtualitics_sdk.assets.explainer) InstanceSet (class in virtualitics_sdk.assets.explainer) is_action (virtualitics_sdk.app.flow_metadata.FlowMetadata attribute) is_pyvip_connected() (virtualitics_sdk.store.store_interface.StoreInterface method) is_valid_plot_type() (virtualitics_sdk.elements.plot.Plot static method)

K

KGAdvancedConfig (class in virtualitics_sdk.nlp.advanced)

KNOWLEDGE_GRAPH (virtualitics_sdk.assets.asset.AssetType attribute) kpi_dropdown_title (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute)

L

LanguageProcessor (class in virtualitics_sdk.assets.language_processor) LARGE (virtualitics_sdk.elements.image.ImageSize attribute) LEFT (virtualitics_sdk.elements.custom_event.CustomEventPosition attribute) (virtualitics_sdk.elements.plot.YAxisOrientation attribute) LIME (virtualitics_sdk.assets.explainer.NLPExplanationMethod attribute) lime_target_func() (virtualitics_sdk.assets.explainer.Explainer method) Line (class in virtualitics_sdk.elements.line) LINE (virtualitics_sdk.elements.plot.PlotType attribute) LINEAR (virtualitics_sdk.elements.line.LineType attribute) (virtualitics_sdk.elements.plot.PlotAxisScale attribute)

LineDataPoint (class in virtualitics_sdk.elements.line) LineType (class in virtualitics_sdk.elements.line) link_asset() (virtualitics_sdk.assets.asset.Asset method) list_fixture_data() (virtualitics_sdk.store.store_interface.StoreInterface static method) LOGARITHMIC (virtualitics_sdk.elements.plot.PlotAxisScale attribute) logger (virtualitics_sdk.nlp.ingestion.DataDiagnostic attribute) (virtualitics_sdk.nlp.ingestion.DateTimeFiltering attribute) (virtualitics_sdk.nlp.network_extraction.ShowGraph attribute) (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments attribute) LouvainCommunityEntities (class in virtualitics_sdk.nlp.analytics)

M

main_section (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute) (virtualitics_sdk.nlp.analytics.HistogramInsightsStep attribute) (virtualitics_sdk.nlp.analytics.LouvainCommunityEntities attribute) (virtualitics_sdk.nlp.data_upload.DataUpload attribute) (virtualitics_sdk.nlp.feature_analytics.SimplifiedRelevantEntities attribute) (virtualitics_sdk.nlp.ingestion.DataDiagnostic attribute) (virtualitics_sdk.nlp.network_extraction.ShowGraph attribute) (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments attribute) make_hdf5_compatible() (virtualitics_sdk.assets.asset.Asset static method) make_model_regressor() (virtualitics_sdk.assets.explainer.Explainer method) MANUAL (virtualitics_sdk.assets.explainer.InstanceSelectionMethod attribute) mariadb (virtualitics_sdk.utils.types.ConnectionType attribute) mean_dependency_tree_depth() (in module virtualitics_sdk.nlp.ingestion) mean_sents_info() (in module virtualitics_sdk.nlp.ingestion) mean_unique_words() (in module virtualitics_sdk.nlp.ingestion) MEDIUM (virtualitics_sdk.elements.image.ImageSize attribute) merge_narrative_features() (virtualitics_sdk.nlp.ingestion.DataDiagnostic method) message (virtualitics_sdk.app.step.Step property) (virtualitics_sdk.exceptions.exception.PredictException attribute) Model (class in virtualitics_sdk.assets.model) MODEL (virtualitics_sdk.assets.asset.AssetType attribute) model_preprocess() (virtualitics_sdk.assets.explainer.Explainer method) model_selection_default (virtualitics_sdk.nlp.data_upload.DataUpload attribute) model_selection_title (virtualitics_sdk.nlp.data_upload.DataUpload attribute) module virtualitics_sdk virtualitics_sdk.app virtualitics_sdk.app.app virtualitics_sdk.app.flow_metadata virtualitics_sdk.app.step virtualitics_sdk.assets virtualitics_sdk.assets.asset virtualitics_sdk.assets.dataset virtualitics_sdk.assets.explainer virtualitics_sdk.assets.knowledge_graph virtualitics_sdk.assets.language_processor virtualitics_sdk.assets.model virtualitics_sdk.assets.schema virtualitics_sdk.elements virtualitics_sdk.elements.custom_event virtualitics_sdk.elements.dashboard virtualitics_sdk.elements.data_source virtualitics_sdk.elements.date_time_range virtualitics_sdk.elements.dropdown virtualitics_sdk.elements.dropdown_data_sources virtualitics_sdk.elements.element virtualitics_sdk.elements.image virtualitics_sdk.elements.infograph virtualitics_sdk.elements.line virtualitics_sdk.elements.numeric_range virtualitics_sdk.elements.plot virtualitics_sdk.elements.plotly_plot virtualitics_sdk.elements.rich_text virtualitics_sdk.elements.table virtualitics_sdk.elements.text_input virtualitics_sdk.elements.waterfall_plot virtualitics_sdk.elements.xai_button virtualitics_sdk.elements.xai_dashboard virtualitics_sdk.exceptions virtualitics_sdk.exceptions.exception virtualitics_sdk.icons virtualitics_sdk.icons.fonts virtualitics_sdk.nlp virtualitics_sdk.nlp.advanced virtualitics_sdk.nlp.analytics virtualitics_sdk.nlp.common virtualitics_sdk.nlp.data_upload virtualitics_sdk.nlp.feature_analytics virtualitics_sdk.nlp.ingestion virtualitics_sdk.nlp.network_extraction virtualitics_sdk.nlp.pipeline_config virtualitics_sdk.nlp.sim_thresh virtualitics_sdk.page virtualitics_sdk.page.card virtualitics_sdk.page.page virtualitics_sdk.page.section virtualitics_sdk.store virtualitics_sdk.store.store_interface virtualitics_sdk.trigger virtualitics_sdk.trigger.trigger virtualitics_sdk.utils virtualitics_sdk.utils.image_utils virtualitics_sdk.utils.tqdm virtualitics_sdk.utils.types virtualitics_sdk.utils.viz_utils

mssql (virtualitics_sdk.utils.types.ConnectionType attribute) mssql_pymysql (virtualitics_sdk.utils.types.ConnectionType attribute) mssql_pyodbc (virtualitics_sdk.utils.types.ConnectionType attribute) mysql (virtualitics_sdk.utils.types.ConnectionType attribute)

N

narrative_dropdown_title (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) NEGATIVE (virtualitics_sdk.elements.infograph.InfographDataType attribute) NEUTRAL (virtualitics_sdk.elements.infograph.InfographDataType attribute) NLPExplanationMethod (class in virtualitics_sdk.assets.explainer) NLPROCESSOR (virtualitics_sdk.assets.asset.AssetType attribute)

NoDatasetIdxException NUMERIC_RANGE (virtualitics_sdk.elements.element.ElementType attribute) numeric_range_title (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments attribute) NUMERICAL (virtualitics_sdk.elements.waterfall_plot.DataType attribute) NumericRange (class in virtualitics_sdk.elements.numeric_range)

O

OLSTrendLine (class in virtualitics_sdk.elements.line) on_action_success() (virtualitics_sdk.app.step.Step method) on_run_success() (virtualitics_sdk.app.step.Step method) ONE_HOT (virtualitics_sdk.assets.dataset.DataEncoding attribute)

ORDINAL (virtualitics_sdk.assets.dataset.DataEncoding attribute) (virtualitics_sdk.elements.plot.PlotAxisScale attribute) OTHER (virtualitics_sdk.assets.asset.AssetType attribute) other (virtualitics_sdk.utils.types.ConnectionType attribute) out_of_range_info() (virtualitics_sdk.elements.xai_button.XAIButton method)

P

Page (class in virtualitics_sdk.page.page) PageType (class in virtualitics_sdk.page.page) pandas_to_db() (virtualitics_sdk.store.store_interface.StoreInterface method) pick_instance() (virtualitics_sdk.assets.explainer.Explainer method) PipelineConfigurationStep (class in virtualitics_sdk.nlp.pipeline_config) Plot (class in virtualitics_sdk.elements.plot) PLOT (virtualitics_sdk.elements.element.ElementType attribute) plot_waterfall_instance() (virtualitics_sdk.assets.explainer.Explainer method) PlotAxisScale (class in virtualitics_sdk.elements.plot) PlotDataKey (class in virtualitics_sdk.elements.plot) PlotDataPoint (class in virtualitics_sdk.elements.plot) PLOTLY (virtualitics_sdk.elements.plot.PlotType attribute) PlotlyPlot (class in virtualitics_sdk.elements.plotly_plot) PLOTS (virtualitics_sdk.assets.explainer.ExplainerReturnTypes attribute)

PlotType (class in virtualitics_sdk.elements.plot) POINT (virtualitics_sdk.elements.plot.PlotAxisScale attribute) POSITIVE (virtualitics_sdk.elements.infograph.InfographDataType attribute) postgresql (virtualitics_sdk.utils.types.ConnectionType attribute) postprocess_backend_output() (virtualitics_sdk.elements.xai_button.XAIButton method) POW (virtualitics_sdk.elements.plot.PlotAxisScale attribute) PredictException preprocessor() (in module virtualitics_sdk.assets.knowledge_graph) process_frontend_input() (virtualitics_sdk.elements.xai_button.XAIButton method) produce_download_btn() (virtualitics_sdk.nlp.feature_analytics.FeatureExploration static method) produce_frequencies() (virtualitics_sdk.nlp.feature_analytics.FeatureExploration static method) produce_plot_image() (virtualitics_sdk.nlp.ingestion.DateTimeFiltering static method) progress (virtualitics_sdk.app.step.Step property) progress_update() (virtualitics_sdk.app.step.Step method)

Q

QUANTILE (virtualitics_sdk.elements.plot.PlotAxisScale attribute)

QUANTIZE (virtualitics_sdk.elements.plot.PlotAxisScale attribute) query_datastore_asset() (virtualitics_sdk.store.store_interface.StoreInterface method)

R

REGRESSION (virtualitics_sdk.assets.explainer.ExplanationTypes attribute) reload_kg_callback() (in module virtualitics_sdk.nlp.network_extraction) remove_card() (virtualitics_sdk.page.page.Page method) remove_item() (virtualitics_sdk.page.card.Card method) replace_content_in_section() (virtualitics_sdk.page.page.Page method) replace_dataset() (virtualitics_sdk.assets.explainer.Explainer method) restore_original_df() (virtualitics_sdk.assets.asset.Asset static method) RESULTS (virtualitics_sdk.app.step.StepType attribute) (virtualitics_sdk.page.page.PageType attribute) RICH_TEXT (virtualitics_sdk.elements.element.ElementType attribute) RichText (class in virtualitics_sdk.elements.rich_text) RIGHT (virtualitics_sdk.elements.custom_event.CustomEventPosition attribute) (virtualitics_sdk.elements.plot.YAxisOrientation attribute) round_to_multiple() (in module virtualitics_sdk.nlp.sim_thresh)

Row (class in virtualitics_sdk.elements.dashboard) ROW (virtualitics_sdk.elements.dashboard.DashboardOrientation attribute) (virtualitics_sdk.elements.infograph.InfographicOrientation attribute) run() (virtualitics_sdk.app.step.Step method) (virtualitics_sdk.nlp.advanced.KGAdvancedConfig method) (virtualitics_sdk.nlp.analytics.HistogramInsightsStep method) (virtualitics_sdk.nlp.analytics.LouvainCommunityEntities method) (virtualitics_sdk.nlp.data_upload.DataUpload method) (virtualitics_sdk.nlp.feature_analytics.FeatureExploration method) (virtualitics_sdk.nlp.feature_analytics.SimplifiedRelevantEntities method) (virtualitics_sdk.nlp.ingestion.DataDiagnostic method) (virtualitics_sdk.nlp.ingestion.DateTimeFiltering method) (virtualitics_sdk.nlp.network_extraction.ShowGraph method) (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep method) (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments method)

S

s3 (virtualitics_sdk.utils.types.ConnectionType attribute) save_asset() (virtualitics_sdk.store.store_interface.StoreInterface method) save_datastore_asset() (virtualitics_sdk.store.store_interface.StoreInterface method) save_output() (virtualitics_sdk.store.store_interface.StoreInterface method) SCATTER (virtualitics_sdk.elements.plot.PlotType attribute) Schema (class in virtualitics_sdk.assets.schema) SCHEMA (virtualitics_sdk.assets.asset.AssetType attribute) Section (class in virtualitics_sdk.page.section) sections (virtualitics_sdk.page.page.Page property) sent_len_infographic() (in module virtualitics_sdk.nlp.ingestion) SEQUENTIAL (virtualitics_sdk.elements.plot.PlotAxisScale attribute) set_description() (virtualitics_sdk.assets.asset.Asset method) set_f_vectors() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) set_kg_corpus() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) set_tfidif_model() (virtualitics_sdk.assets.knowledge_graph.TfIdfBasedKG method) set_time_to_live() (virtualitics_sdk.assets.asset.Asset method) SHAP (virtualitics_sdk.assets.explainer.NLPExplanationMethod attribute) shap_target_func() (virtualitics_sdk.assets.explainer.Explainer method) show_significant_vars() (virtualitics_sdk.assets.explainer.Explainer method) ShowGraph (class in virtualitics_sdk.nlp.network_extraction) sim_thresh_step_description (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments attribute) sim_threshold_drop_range (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute) sim_threshold_drop_title (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute)

similarity_threshold_experiment() (in module virtualitics_sdk.assets.knowledge_graph) SimilarityThresholdExperiments (class in virtualitics_sdk.nlp.sim_thresh) SimplifiedRelevantEntities (class in virtualitics_sdk.nlp.feature_analytics) simplify() (in module virtualitics_sdk.elements.dashboard) slider_callback() (in module virtualitics_sdk.nlp.sim_thresh) SMALL (virtualitics_sdk.elements.image.ImageSize attribute) SMART (virtualitics_sdk.assets.explainer.InstanceSelectionMethod attribute) smart_instance_selection() (virtualitics_sdk.assets.explainer.Explainer method) snowflake (virtualitics_sdk.utils.types.ConnectionType attribute) spark (virtualitics_sdk.utils.types.ConnectionType attribute) SQUARE_ROOT (virtualitics_sdk.elements.plot.PlotAxisScale attribute) Step (class in virtualitics_sdk.app.step) step_name (virtualitics_sdk.app.flow_metadata.FlowMetadata attribute) step_title (virtualitics_sdk.nlp.advanced.KGAdvancedConfig attribute) (virtualitics_sdk.nlp.data_upload.DataUpload attribute) (virtualitics_sdk.nlp.feature_analytics.SimplifiedRelevantEntities attribute) (virtualitics_sdk.nlp.pipeline_config.PipelineConfigurationStep attribute) (virtualitics_sdk.nlp.sim_thresh.SimilarityThresholdExperiments attribute) StepProgressTqdm (class in virtualitics_sdk.utils.tqdm) StepType (class in virtualitics_sdk.app.step) StoreInterface (class in virtualitics_sdk.store.store_interface) str_2_connection_type() (virtualitics_sdk.store.store_interface.StoreInterface static method) SubTable (class in virtualitics_sdk.elements.table)

T

Table (class in virtualitics_sdk.elements.table) TABLE (virtualitics_sdk.elements.element.ElementType attribute) TEXT_INPUT (virtualitics_sdk.elements.element.ElementType attribute) TextInput (class in virtualitics_sdk.elements.text_input) TfIdfBasedKG (class in virtualitics_sdk.assets.knowledge_graph) THRESHOLD (virtualitics_sdk.elements.plot.PlotAxisScale attribute) TIME (virtualitics_sdk.elements.plot.PlotAxisScale attribute) time_format (virtualitics_sdk.elements.date_time_range.DateTimeRange attribute) to_bytes() (virtualitics_sdk.assets.asset.Asset method) to_json() (virtualitics_sdk.elements.dashboard.Column method) (virtualitics_sdk.elements.dashboard.Dashboard method) (virtualitics_sdk.elements.dashboard.Row method) (virtualitics_sdk.elements.line.HorizontalLine method) (virtualitics_sdk.elements.line.Line method) (virtualitics_sdk.elements.line.LineDataPoint method) (virtualitics_sdk.elements.line.OLSTrendLine method) (virtualitics_sdk.elements.line.VerticalLine method) (virtualitics_sdk.elements.plot.Plot method) (virtualitics_sdk.elements.plot.PlotDataKey method) (virtualitics_sdk.elements.plot.PlotDataPoint method) (virtualitics_sdk.elements.plot.XAxis method) (virtualitics_sdk.elements.plot.YAxis method) (virtualitics_sdk.elements.waterfall_plot.WaterfallPlot method) (virtualitics_sdk.elements.waterfall_plot.WaterfallPlotData method) (virtualitics_sdk.page.card.Card method) (virtualitics_sdk.page.section.Section method)

tokenizer() (in module virtualitics_sdk.assets.knowledge_graph) TOP (virtualitics_sdk.elements.plot.XAxisOrientation attribute) topk_stats2infographics() (in module virtualitics_sdk.nlp.common) train_data_likelihood_model() (virtualitics_sdk.assets.explainer.Explainer method) trigger_flow_execution() (in module virtualitics_sdk.trigger.trigger) TriggerFlowCustomEvent (class in virtualitics_sdk.elements.custom_event)

U

UNCERTAIN_HIT (virtualitics_sdk.assets.explainer.InstanceSet attribute) UNCERTAIN_MISS (virtualitics_sdk.assets.explainer.InstanceSet attribute) unique (virtualitics_sdk.store.store_interface.DatasetIndex attribute) unique_ents_features_in_corpus() (in module virtualitics_sdk.nlp.ingestion) unique_events_features_in_corpus() (in module virtualitics_sdk.nlp.ingestion) update() (virtualitics_sdk.utils.tqdm.StepProgressTqdm method) update_asset() (in module virtualitics_sdk.assets.asset) update_card_title() (virtualitics_sdk.page.page.Page method)

update_from_input_parameters() (virtualitics_sdk.elements.dropdown.Dropdown method) update_item() (virtualitics_sdk.elements.dashboard.Dashboard method) (virtualitics_sdk.page.card.Card method) update_model_notes() (virtualitics_sdk.assets.model.Model method) update_page() (virtualitics_sdk.store.store_interface.StoreInterface method) update_progress() (virtualitics_sdk.store.store_interface.StoreInterface method) user (virtualitics_sdk.app.flow_metadata.FlowMetadata attribute) UTC (virtualitics_sdk.elements.plot.PlotAxisScale attribute)

V

valid_dashboard_element() (in module virtualitics_sdk.elements.dashboard) validate() (virtualitics_sdk.assets.schema.Schema method) (virtualitics_sdk.utils.types.ExtendedEnum class method) validate_input() (virtualitics_sdk.elements.line.Line method) validate_level_1() (virtualitics_sdk.assets.schema.Schema method) validate_level_2() (virtualitics_sdk.assets.schema.Schema method) VERBOSE (virtualitics_sdk.assets.dataset.DataEncoding attribute) VERTICAL (virtualitics_sdk.elements.line.LineType attribute) VerticalLine (class in virtualitics_sdk.elements.line) virtualitics_sdk module virtualitics_sdk.app module virtualitics_sdk.app.app module virtualitics_sdk.app.flow_metadata module virtualitics_sdk.app.step module virtualitics_sdk.assets module virtualitics_sdk.assets.asset module virtualitics_sdk.assets.dataset module virtualitics_sdk.assets.explainer module virtualitics_sdk.assets.knowledge_graph module virtualitics_sdk.assets.language_processor module virtualitics_sdk.assets.model module virtualitics_sdk.assets.schema module virtualitics_sdk.elements module virtualitics_sdk.elements.custom_event module virtualitics_sdk.elements.dashboard module virtualitics_sdk.elements.data_source module virtualitics_sdk.elements.date_time_range module virtualitics_sdk.elements.dropdown module virtualitics_sdk.elements.dropdown_data_sources module virtualitics_sdk.elements.element module virtualitics_sdk.elements.image module virtualitics_sdk.elements.infograph module virtualitics_sdk.elements.line module virtualitics_sdk.elements.numeric_range module virtualitics_sdk.elements.plot module virtualitics_sdk.elements.plotly_plot module virtualitics_sdk.elements.rich_text module

virtualitics_sdk.elements.table module virtualitics_sdk.elements.text_input module virtualitics_sdk.elements.waterfall_plot module virtualitics_sdk.elements.xai_button module virtualitics_sdk.elements.xai_dashboard module virtualitics_sdk.exceptions module virtualitics_sdk.exceptions.exception module virtualitics_sdk.icons module virtualitics_sdk.icons.fonts module virtualitics_sdk.nlp module virtualitics_sdk.nlp.advanced module virtualitics_sdk.nlp.analytics module virtualitics_sdk.nlp.common module virtualitics_sdk.nlp.data_upload module virtualitics_sdk.nlp.feature_analytics module virtualitics_sdk.nlp.ingestion module virtualitics_sdk.nlp.network_extraction module virtualitics_sdk.nlp.pipeline_config module virtualitics_sdk.nlp.sim_thresh module virtualitics_sdk.page module virtualitics_sdk.page.card module virtualitics_sdk.page.page module virtualitics_sdk.page.section module virtualitics_sdk.store module virtualitics_sdk.store.store_interface module virtualitics_sdk.trigger module virtualitics_sdk.trigger.trigger module virtualitics_sdk.utils module virtualitics_sdk.utils.image_utils module virtualitics_sdk.utils.tqdm module virtualitics_sdk.utils.types module virtualitics_sdk.utils.viz_utils module

W

WARNING (virtualitics_sdk.elements.infograph.InfographDataType attribute) WATERFALL (virtualitics_sdk.elements.plot.PlotType attribute)

WaterfallPlot (class in virtualitics_sdk.elements.waterfall_plot) WaterfallPlotData (class in virtualitics_sdk.elements.waterfall_plot)

X

XAI_DASHBOARD (virtualitics_sdk.elements.element.ElementType attribute) xai_dashboard_description() (virtualitics_sdk.elements.xai_dashboard.XAIDashboard static method) XAIButton (class in virtualitics_sdk.elements.xai_button)

XAIDashboard (class in virtualitics_sdk.elements.xai_dashboard) XAxis (class in virtualitics_sdk.elements.plot) XAxisOrientation (class in virtualitics_sdk.elements.plot)

Y

YAxis (class in virtualitics_sdk.elements.plot)

YAxisOrientation (class in virtualitics_sdk.elements.plot)