assets

• asset
  • Asset
    • Asset.add_engineer_notes()
    • Asset.add_notes()
    • Asset.add_user_notes()
    • Asset.from_bytes()
    • Asset.from_metadata()
    • Asset.get_object()
    • Asset.link_asset()
    • Asset.set_description()
    • Asset.set_time_to_live()
    • Asset.to_bytes()
  • AssetPersistenceMethod
    • AssetPersistenceMethod.BYTES
    • AssetPersistenceMethod.CSV
    • AssetPersistenceMethod.EXCEL
    • AssetPersistenceMethod.JSON
    • AssetPersistenceMethod.PARQUET
    • AssetPersistenceMethod.PICKLE
  • AssetType
    • AssetType.DATASET
    • AssetType.DATASTORE
    • AssetType.EXPLAINER
    • AssetType.KNOWLEDGE_GRAPH
    • AssetType.MODEL
    • AssetType.NLPROCESSOR
    • AssetType.OTHER
    • AssetType.SCHEMA
  • update_asset()
• dataset
  • DataEncoding
    • DataEncoding.ONE_HOT
    • DataEncoding.ORDINAL
    • DataEncoding.VERBOSE
  • Dataset
    • Dataset.check_valid_encoding()
    • Dataset.convert_dtypes()
    • Dataset.convert_encoding()
    • Dataset.filter_data()
    • Dataset.get_as_encoding()
    • Dataset.get_categorical_names()
    • Dataset.initialize_encodings()
    • Dataset.initialize_filters()
• explainer
  • Explainer
    • Explainer.check_lime_usage_()
    • Explainer.check_shap_usage_()
    • Explainer.explain()
    • Explainer.filter_features()
    • Explainer.get_data_likelihood()
    • Explainer.get_feature_explanation()
    • Explainer.get_instance_hash()
    • Explainer.get_lime_explanation()
    • Explainer.get_shap_explanation()
    • Explainer.get_text_explanation()
    • Explainer.get_waterfall_explanation()
    • Explainer.initialize_dataset_model_stats()
    • Explainer.initialize_encodings()
    • Explainer.initialize_explainer_lime()
    • Explainer.initialize_explainer_shap()
    • Explainer.initialize_explainers()
    • Explainer.initialize_explanation_mode()
    • Explainer.initialize_model()
    • Explainer.initialize_output_names()
    • Explainer.lime_target_func()
    • Explainer.make_model_regressor()
    • Explainer.model_preprocess()
    • Explainer.pick_instance()
    • Explainer.plot_waterfall_instance()
    • Explainer.replace_dataset()
    • Explainer.shap_target_func()
    • Explainer.show_significant_vars()
    • Explainer.smart_instance_selection()
    • Explainer.train_data_likelihood_model()
  • ExplainerReturnTypes
    • ExplainerReturnTypes.CARDS
    • ExplainerReturnTypes.IMAGES
    • ExplainerReturnTypes.PLOTS
  • ExplanationTypes
    • ExplanationTypes.CLASSIFICATION
    • ExplanationTypes.REGRESSION
  • InstanceSelectionMethod
    • InstanceSelectionMethod.MANUAL
    • InstanceSelectionMethod.SMART
  • InstanceSet
    • InstanceSet.CERTAIN_HIT
    • InstanceSet.CERTAIN_MISS
    • InstanceSet.UNCERTAIN_HIT
    • InstanceSet.UNCERTAIN_MISS
  • NLPExplanationMethod
    • NLPExplanationMethod.LIME
    • NLPExplanationMethod.SHAP
• knowledge_graph
  • TfIdfBasedKG
    • TfIdfBasedKG.add_extra_features()
    • TfIdfBasedKG.compute_nlp_feature_vectors()
    • TfIdfBasedKG.construct_knowledge_graph()
    • TfIdfBasedKG.get_f_vectors()
    • TfIdfBasedKG.get_kg_corpus()
    • TfIdfBasedKG.get_tfidif_model()
    • TfIdfBasedKG.set_f_vectors()
    • TfIdfBasedKG.set_kg_corpus()
    • TfIdfBasedKG.set_tfidif_model()
  • analyze_entity_proportions()
  • compute_opt_sim_mat()
  • difference_of_proportion_test()
  • get_ranked_nlp_features()
  • preprocessor()
  • similarity_threshold_experiment()
  • tokenizer()
• language_processor
  • LanguageProcessor
    • LanguageProcessor.DATASET_UUID
    • LanguageProcessor.available_models
    • LanguageProcessor.available_tasks()
    • LanguageProcessor.entities2features()
    • LanguageProcessor.events2features()
    • LanguageProcessor.get_doc_ids_and_dates()
    • LanguageProcessor.get_doc_nlp_features()
    • LanguageProcessor.get_doc_node_attributes()
    • LanguageProcessor.get_doc_numbers()
    • LanguageProcessor.get_single_doc_nlp_features()
    • LanguageProcessor.get_table()
    • LanguageProcessor.ingest()
    • LanguageProcessor.initialize_model()
  • counter_to_str_repr()
• model
  • Model
    • Model.get_all_metainfo()
    • Model.get_recent_time()
    • Model.get_time()
    • Model.update_model_notes()
• schema
  • Schema
    • Schema.convert_strings_to_dtype()
    • Schema.validate()
    • Schema.validate_level_1()
    • Schema.validate_level_2()