Index

A

AbcByopEvaluator (class in h2o_sonar.evaluators.abc_byop_evaluator) AbcByopEvaluator.Classes (class in h2o_sonar.evaluators.abc_byop_evaluator) AbcSynAntPerturbator (class in h2o_sonar.utils.perturbations) ABORTED_BY_RESTART (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) ABORTED_BY_USER (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) ACCESS_TOKEN (h2o_sonar.config.TokenUseType attribute) ad_hoc_job_key (h2o_sonar.lib.api.persistences.InterpretationPersistence property) add() (h2o_sonar.methods.core.method.FeaturesMetadata method) add_child() (h2o_sonar.lib.container.explainer_container.DependencyTreeNode method) add_config_item() (in module h2o_sonar.interpret) add_connection() (h2o_sonar.config.H2oSonarConfig method) add_data() (h2o_sonar.lib.api.formats.CsvFormatCustomExplanationFormat method) (h2o_sonar.lib.api.formats.DatatableCustomExplanationFormat method) (h2o_sonar.lib.api.formats.ExplanationFormat method) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat method) add_data_frame() (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonDatatableFormat method) add_evaluation_judge() (h2o_sonar.config.H2oSonarConfig method) add_file() (h2o_sonar.lib.api.formats.ExplanationFormat method) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat method) add_group() (h2o_sonar.lib.api.commons.KeywordGroups method) add_insight() (h2o_sonar.lib.api.explainers.Explainer method) add_license() (h2o_sonar.config.H2oSonarConfig method) add_metric() (h2o_sonar.lib.api.commons.MetricsMeta method) add_parameter() (h2o_sonar.lib.api.explainers.ExplainerArgs method) add_problem() (h2o_sonar.lib.api.explainers.Explainer method) add_problem_for_row() (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator method) add_relationship() (h2o_sonar.utils.testing.RagTestCaseConfig method) add_string_list() (in module h2o_sonar.lib.api.commons) add_test_case() (h2o_sonar.utils.testing.RagTestSuiteConfig method) add_test_lab() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) AdversarialSimilarityExplainer (class in h2o_sonar.explainers.adversarial_similarity_explainer) AdversarialSimilarityExplainer.Result (class in h2o_sonar.explainers.adversarial_similarity_explainer) all_explainer_ids (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) AMAZON_BEDROCK (h2o_sonar.config.ConnectionConfigType attribute) amazon_bedrock_rag (h2o_sonar.lib.api.models.ExplainableModelType attribute) AmazonBedrockFoundationModel (class in h2o_sonar.lib.integrations.genai) AmazonBedrockKnowledgeBase (class in h2o_sonar.lib.integrations.genai) AmazonBedrockRagClient (class in h2o_sonar.lib.integrations.genai) answer (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) ANSWER_REFS (h2o_sonar.lib.integrations.genai.RagChunkRetrievalMethod attribute) AnswerCorrectnessEvaluator (class in h2o_sonar.evaluators.rag_answer_correctness_evaluator) AnswerRelevancyEvaluator (class in h2o_sonar.evaluators.rag_answer_relevancy_evaluator) AnswerSemanticSimilarityEvaluator (class in h2o_sonar.evaluators.rag_answer_similarity_evaluator) ANTHROPIC_CHAT (h2o_sonar.config.ConnectionConfigType attribute) anthropic_llm (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute)

AnthropicClaudeLlmClient (class in h2o_sonar.lib.integrations.genai) AntonymPerturbator (class in h2o_sonar.utils.perturbations) any (h2o_sonar.lib.api.commons.InterpretationParamType attribute) API_KEY (h2o_sonar.config.TokenUseType attribute) are_compatible() (h2o_sonar.utils.perturbations.PerturbatorRegistry method) ARG_EXPLAINER_PARAMS (h2o_sonar.lib.api.explainers.Explainer attribute) as_descriptor() (h2o_sonar.lib.api.commons.Param method) (h2o_sonar.lib.api.explainers.Explainer method) (h2o_sonar.lib.api.explainers.ExplainerArgs method) (h2o_sonar.lib.api.explainers.ExplainerParam method) (h2o_sonar.utils.perturbations.Perturbator method) ask_collection() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.RagClient method) ask_model() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.LlmHostClient method) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient method) (h2o_sonar.lib.integrations.genai.OllamaClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient method) ask_model_structured() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.LlmHostClient method) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient method) (h2o_sonar.lib.integrations.genai.OllamaClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient method) assert_is_type() (in module h2o_sonar.methods.utils.h2o_utils) assert_mv_test_status() (h2o_sonar.lib.integrations.mv_adapter.ExplainerToMvTestAdapter static method) AsyncLocalContainer (class in h2o_sonar.lib.container.explainer_container) ATT_MAX (h2o_sonar.lib.api.formats.HtmlFormat attribute) ATT_MIN (h2o_sonar.lib.api.formats.HtmlFormat attribute) ATT_VALUE (h2o_sonar.lib.api.formats.HtmlFormat attribute) ATTR_HAS_SHAPLEYS (h2o_sonar.lib.api.models.DriverlessAiModel attribute) ATTR_LABEL_NAMES (h2o_sonar.lib.api.models.DriverlessAiModel attribute) AVIDProblemCode (class in h2o_sonar.lib.api.problems) AVIDProblemCodeType (class in h2o_sonar.lib.api.problems) AwsClient (class in h2o_sonar.lib.integrations.genai) AwsResource (class in h2o_sonar.lib.integrations.genai) AZURE_OPENAI_CHAT (h2o_sonar.config.ConnectionConfigType attribute) azure_openai_llm (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute)

B

BACKOFF_FACTOR (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx attribute) BacktestingExplainer (class in h2o_sonar.explainers.backtesting_explainer) base_dir (h2o_sonar.lib.api.persistences.InterpretationPersistence property) BASE_LLM_MODELS (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 attribute) base_pkg() (in module h2o_sonar.lib.api.commons) bedrock (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) bedrock_agent (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) bedrock_agent_runtime (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) bedrock_runtime (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) binary (h2o_sonar.lib.api.persistences.PersistenceDataType attribute) bind() (h2o_sonar.utils.testing.RagTestLab method)

binomial (h2o_sonar.lib.api.commons.ExperimentType attribute) BleuEvaluator (class in h2o_sonar.evaluators.bleu_evaluator) BLUE_THEME (h2o_sonar.lib.api.commons.LookAndFeel attribute) BLUEPRINT_INPUT_NAME (h2o_sonar.lib.api.commons.ExplainerFilter attribute) bool (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) Branding (class in h2o_sonar.lib.api.commons) brief_description (h2o_sonar.lib.api.explainers.Explainer property) build() (h2o_sonar.utils.testing.RagTestLab method) (h2o_sonar.utils.testing.TestLab method) build_qtile_bins() (in module h2o_sonar.utils.binning)

C

cache() (h2o_sonar.utils.testing.RagTestLabPromptCache class method) cache_all_minilm_l6_v2() (in module h2o_sonar.utils.caching) cache_all_models() (in module h2o_sonar.utils.caching) cache_baai_bge_small_en() (in module h2o_sonar.utils.caching) cache_baai_bge_small_env15() (in module h2o_sonar.utils.caching) cache_bert_base_uncased() (in module h2o_sonar.utils.caching) cache_bge_m3() (in module h2o_sonar.utils.caching) cache_detoxify_models() (in module h2o_sonar.utils.caching) cache_eval_studio_models() (in module h2o_sonar.utils.caching) cache_gptscore_evaluator_model() (in module h2o_sonar.utils.caching) cache_hkunlp_instructor() (in module h2o_sonar.utils.caching) cache_lmppl_perplexity_evaluator_model() (in module h2o_sonar.utils.caching) cache_nltk() (in module h2o_sonar.utils.caching) cache_nltk_averaged_perceptron_tagger() (in module h2o_sonar.utils.caching) cache_nltk_punkt() (in module h2o_sonar.utils.caching) cache_nltk_wordnet() (in module h2o_sonar.utils.caching) cache_summac_vitc() (in module h2o_sonar.utils.caching) cache_tiktoken_blobs() (in module h2o_sonar.utils.caching) cache_vectara_hallucination_model() (in module h2o_sonar.utils.caching) calculate_scores() (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) CalibrationScoreExplainer (class in h2o_sonar.explainers.calibration_score_explainer) CalibrationScoreExplainer.Result (class in h2o_sonar.explainers.calibration_score_explainer) can_explain() (h2o_sonar.lib.api.explainers.Explainer class method) CANCELLED (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) CAT_ENCODING_DICT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) CAT_ENCODING_LIST (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) categorical_encoder() (in module h2o_sonar.utils.preprocessing) categorical_features (h2o_sonar.methods.core.method.FeaturesMetadata property) categorical_numeric_features (h2o_sonar.methods.core.method.FeaturesMetadata property) CFG_BRANDING (h2o_sonar.config.H2oSonarConfig attribute) CFG_CHAT_CONVERSATION (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_CREATE_HTML_REPRESENTATIONS (h2o_sonar.config.H2oSonarConfig attribute) CFG_CUSTOM_EXPLAINERS (h2o_sonar.config.H2oSonarConfig attribute) CFG_DEVICE (h2o_sonar.config.H2oSonarConfig attribute) CFG_DO_SAMPLE (h2o_sonar.config.H2oSonarConfig attribute) CFG_EMBEDDING_MODEL (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_ENABLE_DATASET_DOWNLOADING (h2o_sonar.config.H2oSonarConfig attribute) CFG_ENABLE_SLOW_PERTURBATORS (h2o_sonar.config.H2oSonarConfig attribute) CFG_FORCE_EVAL_JUDGE (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_AUTO_CLEANUP (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_AUTO_START (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_AUTO_STOP (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_HOST (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_MAX_MEM_SIZE (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_MIN_MEM_SIZE (h2o_sonar.config.H2oSonarConfig attribute) CFG_H2O_PORT (h2o_sonar.config.H2oSonarConfig attribute) CFG_HTTP_SSL_CERT_VERIFY (h2o_sonar.config.H2oSonarConfig attribute) CFG_LLM (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_LLM_ARGS (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_LOOK_AND_FEEL (h2o_sonar.config.H2oSonarConfig attribute) CFG_MODEL_CACHE_DIR (h2o_sonar.config.H2oSonarConfig attribute) CFG_MP_START_METHOD (h2o_sonar.config.H2oSonarConfig attribute) CFG_NUM_QUANTILES (h2o_sonar.config.H2oSonarConfig attribute) CFG_PER_EXPLAINER_LOGGER (h2o_sonar.config.H2oSonarConfig attribute) CFG_PRE_PROMPT_QUERY (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_PRE_PROMPT_SUMMARY (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_PROMPT_QUERY (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_PROMPT_SUMMARY (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_PROMPT_TEMPLATE_ID (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_RAG_CONFIG (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_SAMPLE_SIZE (h2o_sonar.config.H2oSonarConfig attribute) CFG_SELF_REFLECTION_CONFIG (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_SYSTEM_PROMPT (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_TEMPERATURE (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_TEXT_CONTEXT_LIST (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_TIMEOUT (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) CFG_USE_AGENT (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) chat_conversation (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) chat_message_id (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) chat_session_id (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) check_cm_input() (in module h2o_sonar.methods.utils.fairness_utils) check_compatibility() (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator method) (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator method) (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator method) (h2o_sonar.evaluators.fairness_bias_evaluator.FairnessBiasEvaluator method) (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator method) (h2o_sonar.evaluators.gptscore_machine_translation_evaluator.GptScoreMachineTranslationEvaluator method) (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator method) (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator method) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator method) (h2o_sonar.evaluators.parameterizable_byop_evaluator.ParameterizableByopEvaluator method) (h2o_sonar.evaluators.perplexity_evaluator.PerplexityEvaluator method) (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator method) (h2o_sonar.evaluators.rag_answer_correctness_evaluator.AnswerCorrectnessEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_evaluator.AnswerRelevancyEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator method) (h2o_sonar.evaluators.rag_answer_similarity_evaluator.AnswerSemanticSimilarityEvaluator method) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator method) (h2o_sonar.evaluators.rag_context_precision_evaluator.ContextPrecisionEvaluator method) (h2o_sonar.evaluators.rag_context_recall_evaluator.ContextRecallEvaluator method) (h2o_sonar.evaluators.rag_context_relevancy_evaluator.ContextRelevancyEvaluator method) (h2o_sonar.evaluators.rag_faithfulness_evaluator.FaithfulnessEvaluator method) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator method) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator method) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator method) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator method) (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator method) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator method) (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator method) (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer method) (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer method) (h2o_sonar.explainers.dia_explainer.DiaExplainer method) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer method) (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer method) (h2o_sonar.explainers.morris_sa_explainer.MorrisSensitivityAnalysisExplainer method) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer method) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer method) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer method) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) check_creditcard_leakage() (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator static method) check_dia_input() (in module h2o_sonar.methods.utils.fairness_utils) check_email_leakage() (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator static method) check_explanations_serializability() (h2o_sonar.lib.api.persistences.JsonPersistableExplanations static method) check_frame() (in module h2o_sonar.methods.utils.fairness_utils) check_frame_type() (in module h2o_sonar.methods.utils.fairness_utils) check_key() (h2o_sonar.lib.api.persistences.Persistence static method) check_mv_compatibility() (h2o_sonar.lib.integrations.mv_adapter.ExplainerToMvTestAdapter method) check_required_modules() (h2o_sonar.lib.api.explainers.Explainer method) check_ssn_leakage() (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator static method) CHUNKS_LIMIT (h2o_sonar.lib.integrations.genai.RagClient attribute) CLASS (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) class_brief_description() (h2o_sonar.lib.api.explainers.Explainer class method) class_description() (h2o_sonar.lib.api.explainers.Explainer class method) class_display_name() (h2o_sonar.lib.api.explainers.Explainer class method) class_name (h2o_sonar.lib.api.explainers.Explainer property) CLASS_ONE_AND_ONLY (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) class_tagline() (h2o_sonar.lib.api.explainers.Explainer class method) ClassificationEvaluator (class in h2o_sonar.evaluators.classification_evaluator) clean_up_h2o3() (in module h2o_sonar.methods.utils.h2o_utils) clear() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context method) (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.LlmHostPromptCache method) client (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient property) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient property) (h2o_sonar.lib.integrations.genai.H2oGptLlmClient property) (h2o_sonar.lib.integrations.genai.LlmHostClient property) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient property) (h2o_sonar.lib.integrations.genai.OllamaClient property) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 property) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 property) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient property) clone() (h2o_sonar.lib.api.commons.CommonInterpretationParams method) (h2o_sonar.lib.api.commons.ConfigItem method) (h2o_sonar.lib.api.commons.ExplainerToRun method) (h2o_sonar.lib.api.commons.FilterEntry method) (h2o_sonar.lib.api.commons.MetricMeta static method) (h2o_sonar.lib.api.commons.MetricsMeta method) (h2o_sonar.lib.api.commons.PerturbatorToRun method) (h2o_sonar.lib.api.explainers.ExplainerDescriptor method) (h2o_sonar.lib.api.models.ExplainableLlmModel method) (h2o_sonar.lib.api.models.ExplainableRagModel method) (h2o_sonar.utils.perturbations.PerturbatorDescriptor method)

cm_exp_parser() (in module h2o_sonar.methods.utils.fairness_utils) code (h2o_sonar.lib.api.problems.AVIDProblemCodeType attribute) COL_ACTUAL_OUTPUT (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) COL_BIN_VALUE (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_CONTEXT (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) COL_EXPECTED_OUTPUT (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) COL_F_LTYPE (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_F_NAME (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_FEATURE (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer.Result attribute) COL_GLOBAL_SCOPE (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat attribute) COL_IMPORTANCE (h2o_sonar.lib.api.formats.GlobalFeatImpDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat attribute) COL_INPUT (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) COL_INSTANCE (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) COL_INTERACTIONS (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer.Result attribute) COL_IS_OOR (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_MEAN (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_MODEL (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) COL_NAME (h2o_sonar.lib.api.formats.GlobalFeatImpDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat attribute) COL_PREDICTION (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) COL_PROB_PRED (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) COL_PROB_TRUE (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) COL_SCORE (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) COL_SD (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_SEM (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) COL_SHAPLEY_BIAS (h2o_sonar.lib.api.models.DriverlessAiModel attribute) COL_TARGET (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) COL_X (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat attribute) COL_Y_GROUP_1 (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat attribute) COL_Y_GROUP_2 (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat attribute) COLOR_BLACK (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_DAI_GREEN (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_GRAY (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) COLOR_H2OAI_YELLOW (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_HOT_ORANGE (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_MATPLOTLIB_BLUE (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_RED (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLOR_WHITE (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLORMAP_BLUE_2_RED (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLORMAP_WHITE_2_BLACK (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLORMAP_YELLOW_2_BLACK (h2o_sonar.lib.api.commons.LookAndFeel attribute) COLUMN_DAI_PREDICT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) COLUMN_DT_PATH (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) COLUMN_MODEL_PRED (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) COLUMN_ORIG_PRED (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) CommaPerturbator (class in h2o_sonar.utils.perturbations) CommonInterpretationParams (class in h2o_sonar.lib.api.commons) compare() (h2o_sonar.lib.api.problems.ProblemSeverity static method) complete_dataset() (h2o_sonar.utils.testing.RagTestLab method) (h2o_sonar.utils.testing.TestLab method) complete_from_shards() (h2o_sonar.utils.testing.RagTestLab method) ConditionEvaluator (class in h2o_sonar.evaluators.rag_tokens_presence_evaluator) config_factory() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient static method) (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient static method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient static method) (h2o_sonar.lib.integrations.genai.LlmHostClient static method) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient static method) (h2o_sonar.lib.integrations.genai.OllamaClient static method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 static method) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient static method) config_max_items() (h2o_sonar.utils.perturbations.Perturbator class method) config_normalize() (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient static method) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient static method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 static method) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient static method) config_resolve() (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 static method) ConfigItem (class in h2o_sonar.lib.api.commons) ConfigItemType (class in h2o_sonar.config) ConfigKeys (class in h2o_sonar.config) connect_to_h2o3() (in module h2o_sonar.methods.utils.h2o_utils) CONNECTION (h2o_sonar.config.ConfigItemType attribute) connection (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient property) ConnectionConfig (class in h2o_sonar.config) ConnectionConfigType (class in h2o_sonar.config) constraints_to_condition() (in module h2o_sonar.evaluators.rag_tokens_presence_evaluator) ContactInformationByopEvaluator (class in h2o_sonar.evaluators.contact_information_byop_evaluator) container_types (h2o_sonar.lib.container.explainer_container.ContainerRegistry attribute) ContainerRegistry (class in h2o_sonar.lib.container.explainer_container) containers (h2o_sonar.lib.container.explainer_container.ContainerRegistry attribute) contains() (h2o_sonar.lib.api.commons.MetricsMeta method) context (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) ContextChunkRelevancyEvaluator (class in h2o_sonar.evaluators.rag_chunk_relevancy_evaluator) ContextPrecisionEvaluator (class in h2o_sonar.evaluators.rag_context_precision_evaluator) ContextRecallEvaluator (class in h2o_sonar.evaluators.rag_context_recall_evaluator) ContextRelevancyEvaluator (class in h2o_sonar.evaluators.rag_context_relevancy_evaluator) ContextualMisinformationPerturbator (class in h2o_sonar.utils.perturbations) copy() (h2o_sonar.config.H2oSonarConfig method) (h2o_sonar.lib.api.commons.MetricMeta method) (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx static method) (h2o_sonar.utils.testing.RagTestCaseConfig method) (h2o_sonar.utils.testing.RagTestSuiteConfig method) copy_file() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) copy_with_overrides() (h2o_sonar.lib.api.commons.MetricsMeta method) CopyPerturbator (class in h2o_sonar.utils.perturbations) cost (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) count() (h2o_sonar.lib.api.interpretations.Interpretations method) create_blank_dict() (h2o_sonar.methods.core.method.FeaturesMetadata static method) create_collection() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.RagClient method) create_container() (h2o_sonar.lib.container.explainer_container.ContainerRegistry method) create_dataset_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) create_date_aware_bins() (h2o_sonar.methods.core.method.Method static method) create_explainer_persistence() (h2o_sonar.lib.api.persistences.PersistenceApi method) create_explanation_workdir_archive() (h2o_sonar.lib.api.explainers.Explainer method) create_interpretation_persistence() (h2o_sonar.lib.api.persistences.PersistenceApi method) create_model() (h2o_sonar.lib.api.models.ModelApi method) create_persistence() (h2o_sonar.lib.api.persistences.PersistenceApi method) CsvFormatCustomExplanationFormat (class in h2o_sonar.lib.api.formats) custom (h2o_sonar.config.EvaluationJudgeType attribute) custom_explainers (h2o_sonar.config.H2oSonarConfig attribute) CustomArchiveZipFormat (class in h2o_sonar.lib.api.formats) CustomCsvFormat (class in h2o_sonar.lib.api.formats) customizations_supported (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) CustomJsonFormat (class in h2o_sonar.lib.api.formats) customlist (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute)

D

DAI (h2o_sonar.lib.api.models.ModelVendor attribute) data() (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer.Result method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer.Result method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer.Result method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer.Result method) (h2o_sonar.lib.api.explainers.ExplainerResult method) (h2o_sonar.lib.api.results.Data3dResult method) (h2o_sonar.lib.api.results.DiaResult method) (h2o_sonar.lib.api.results.DtResult method) (h2o_sonar.lib.api.results.FeatureImportanceResult method) (h2o_sonar.lib.api.results.LeaderboardResult method) (h2o_sonar.lib.api.results.PdResult method) (h2o_sonar.lib.api.results.SummaryShapResult method) (h2o_sonar.lib.api.results.TemplateResult method) (h2o_sonar.loggers.SonarFileLogger method) (h2o_sonar.loggers.SonarLogger method) (h2o_sonar.loggers.SonarPrintLogger method) Data3dPlot (class in h2o_sonar.lib.api.plots) Data3dResult (class in h2o_sonar.lib.api.results) data_dir (h2o_sonar.lib.api.persistences.InterpretationPersistence property) DATA_FILE_PREFIX (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) DATA_TYPE_SECONDS (h2o_sonar.lib.api.commons.MetricMeta attribute) database (h2o_sonar.lib.api.persistences.PersistenceType attribute) dataset_api (h2o_sonar.lib.api.explainers.Explainer attribute) dataset_meta (h2o_sonar.lib.api.explainers.Explainer attribute) DatasetAndModelInsightsExplainer (class in h2o_sonar.explainers.dataset_and_model_insights_explainer) DatasetSampler (class in h2o_sonar.utils.sampling) DatasetTooBigError datatable (h2o_sonar.lib.api.persistences.PersistenceDataType attribute) DatatableCustomExplanationFormat (class in h2o_sonar.lib.api.formats) date_features (h2o_sonar.methods.core.method.FeaturesMetadata property) date_time_features (h2o_sonar.methods.core.method.FeaturesMetadata property) debug() (h2o_sonar.loggers.SonarFileLogger method) (h2o_sonar.loggers.SonarLogger method) (h2o_sonar.loggers.SonarPrintLogger method) (in module h2o_sonar.loggers) DecisionTreeConstants (class in h2o_sonar.explainers.dt_surrogate_explainer) DecisionTreeSurrogateExplainer (class in h2o_sonar.explainers.dt_surrogate_explainer) decode_to_float() (h2o_sonar.lib.api.commons.SafeJavaScript static method) decrypt() (in module h2o_sonar.utils.crypto) default() (h2o_sonar.lib.api.persistences.JsonPersistableExplanations.PandasJSonEncoder method) (h2o_sonar.lib.api.persistences.RobustEncoder method) (h2o_sonar.lib.integrations.mv_adapter.MvResultJSonEncoder method) DEFAULT_AGENT_TIMEOUT (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) DEFAULT_API_VERSION (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient attribute) DEFAULT_AUTO_CLEANUP (h2o_sonar.config.H2o3Config attribute) DEFAULT_AUTO_START (h2o_sonar.config.H2o3Config attribute) DEFAULT_AUTO_STOP (h2o_sonar.config.H2o3Config attribute) DEFAULT_BIN_STRATEGY (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) DEFAULT_CAT_NUM_THRESHOLD (h2o_sonar.utils.sampling.DatasetSampler attribute) DEFAULT_CUSTOM_DATES (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_DATE_FEATURE_FORMAT (h2o_sonar.methods.core.method.FeatureTypes attribute) DEFAULT_DRIFT_THRESHOLD (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer attribute) DEFAULT_DROP_COLS (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer attribute) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) DEFAULT_EVAL_RC (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator attribute) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator attribute) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator attribute) DEFAULT_FAST_APPROX (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer attribute) default_feature_importances() (h2o_sonar.lib.api.models.ExplainableModelMeta method) DEFAULT_FEATURES_NUMBER (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) DEFAULT_FORECAST_PERIOD_UNIT (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_GRID_RESOLUTION (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.methods.core.method.Method attribute) DEFAULT_HOST (h2o_sonar.config.H2o3Config attribute) default_json_file_name (h2o_sonar.lib.api.persistences.JsonPersistableExplanations property) DEFAULT_LLM_MODEL (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient attribute) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 attribute) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient attribute) DEFAULT_MAX_FEATURES (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) DEFAULT_MAX_MEM_SIZE (h2o_sonar.config.H2o3Config attribute) DEFAULT_METRIC_THRESHOLD (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator attribute) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) DEFAULT_MIN_MEM_SIZE (h2o_sonar.config.H2o3Config attribute) DEFAULT_NFOLDS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) DEFAULT_NUMBER_OF_BINS (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) DEFAULT_NUMBER_OF_FORECAST_PERIODS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_NUMBER_OF_SPLITS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) DEFAULT_NUMBER_OF_TRAINING_PERIODS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_PAGE_SIZE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) DEFAULT_PORT (h2o_sonar.config.H2o3Config attribute) DEFAULT_PRECISION (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) DEFAULT_SAMPLE_SIZE (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) DEFAULT_SHAPLEY_VALUES (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) DEFAULT_SPLIT_TYPE (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_TIME_COLUMN (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) DEFAULT_TIMEOUT (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) DEFAULT_TOXICITY_METRIC_THRESHOLD (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) DEFAULT_TRAINING_PERIOD_UNIT (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) DEFAULT_TREE_DEPTH (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute)

DEFAULT_WORKER_CLEANUP (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) DEFAULT_X_RESOLUTION (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) delete() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) delete_dir_contents() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) delete_file() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) delete_interpretation() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) delete_temp_dir() (h2o_sonar.lib.api.persistences.Persistence static method) delete_tree() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) dependencies (h2o_sonar.lib.api.explainers.Explainer property) DependencyTreeNode (class in h2o_sonar.lib.container.explainer_container) depends_on() (h2o_sonar.lib.api.explainers.Explainer class method) describe() (h2o_sonar.lib.api.commons.EvaluatorParamType method) describe_config_item() (h2o_sonar.config.H2oSonarConfig method) (h2o_sonar.lib.api.commons.CommonInterpretationParams method) describe_config_items() (h2o_sonar.config.H2oSonarConfig method) (h2o_sonar.lib.api.commons.CommonInterpretationParams method) describe_explainer() (in module h2o_sonar.interpret) describe_perturbator() (h2o_sonar.utils.perturbations.PerturbatorRegistry method) description (h2o_sonar.lib.api.explainers.Explainer property) (h2o_sonar.lib.api.problems.AVIDProblemCodeType attribute) (h2o_sonar.lib.integrations.genai.AmazonBedrockKnowledgeBase attribute) (h2o_sonar.utils.perturbations.Perturbator property) destroy() (h2o_sonar.lib.api.explainers.Explainer method) DIA_CATEGORY_CM (h2o_sonar.lib.api.results.DiaResult.DiaCategory attribute) DIA_CATEGORY_DISPARITY (h2o_sonar.lib.api.results.DiaResult.DiaCategory attribute) DIA_CATEGORY_ME_SMD (h2o_sonar.lib.api.results.DiaResult.DiaCategory attribute) DIA_CATEGORY_PARITY (h2o_sonar.lib.api.results.DiaResult.DiaCategory attribute) DIA_METRICS (h2o_sonar.lib.api.results.DiaResult.DiaCategory attribute) DiaArgs (class in h2o_sonar.explainers.dia_explainer) DiaExplainer (class in h2o_sonar.explainers.dia_explainer) diagnostics (h2o_sonar.methods.core.method.Method property) DiaResult (class in h2o_sonar.lib.api.results) DiaResult.DiaCategory (class in h2o_sonar.lib.api.results) DiaResult.DiaEntryConstant (class in h2o_sonar.lib.api.results) DiaTextFormat (class in h2o_sonar.lib.api.formats) dict (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) dict_to_data_frame() (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat static method) dict_to_digest() (h2o_sonar.lib.api.interpretations.Interpretation static method) DIR (h2o_sonar.lib.api.persistences.InMemoryPersistence attribute) DIR_AD_HOC_EXPLANATION (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) DIR_AUTOML_EXPERIMENT (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) DIR_CHAT_MSG (h2o_sonar.utils.testing.TestLabPersistence attribute) DIR_CHAT_SESSION (h2o_sonar.utils.testing.TestLabPersistence attribute) DIR_COMPLETION_OF (h2o_sonar.utils.testing.TestLabPersistence attribute) DIR_DT_SURROGATE (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) DIR_EXPLAINER (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) DIR_INSIGHTS (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) DIR_LOG (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) DIR_MLI_EXPERIMENT (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) DIR_MLI_TS_EXPERIMENT (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) DIR_MVARTIFACTS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) DIR_MVLOG (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) DIR_MVRESULTS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) DIR_MVSETTINGS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) DIR_MVTEST (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) DIR_PROBLEMS (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) DIR_TEST_LAB (h2o_sonar.utils.testing.TestLabPersistence attribute) DIR_WORK (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) display_name (h2o_sonar.lib.api.explainers.Explainer property) (h2o_sonar.utils.perturbations.Perturbator property) do_gc() (in module h2o_sonar.interpret) doc_cache (h2o_sonar.utils.testing.RagTestLab attribute) DocxFormat (class in h2o_sonar.lib.api.formats) downsample_dataset() (in module h2o_sonar.utils.sampling) DriftDetectionExplainer (class in h2o_sonar.explainers.drift_explainer) DRIVERLESS_AI (h2o_sonar.config.ConnectionConfigType attribute) (h2o_sonar.config.ProductLicenseConfig attribute) driverless_ai (h2o_sonar.lib.api.models.ExplainableModelType attribute) DRIVERLESS_AI_AIEM (h2o_sonar.config.ConnectionConfigType attribute) driverless_ai_rest (h2o_sonar.lib.api.models.ExplainableModelType attribute) DRIVERLESS_AI_STEAM (h2o_sonar.config.ConnectionConfigType attribute) DRIVERLESS_AI_THEME (h2o_sonar.lib.api.commons.LookAndFeel attribute) DriverlessAiModel (class in h2o_sonar.lib.api.models) DriverlessAiRestServerModel (class in h2o_sonar.lib.api.models) DriverlessAiSanitizationMap (class in h2o_sonar.utils.sanitization) dt_path_to_node_key() (h2o_sonar.lib.api.formats.LocalDtJSonFormat static method) dt_set_tree_path() (h2o_sonar.lib.api.formats.LocalDtJSonFormat static method) DtResult (class in h2o_sonar.lib.api.results) dump() (h2o_sonar.lib.api.commons.CommonInterpretationParams method) (h2o_sonar.lib.api.commons.ConfigItem method) (h2o_sonar.lib.api.commons.ExplainerToRun method) (h2o_sonar.lib.api.commons.FilterEntry method) (h2o_sonar.lib.api.commons.MetricMeta method) (h2o_sonar.lib.api.commons.MetricsMeta method) (h2o_sonar.lib.api.commons.PerturbatorToRun method) (h2o_sonar.lib.api.explainers.ExplainerDescriptor method) (h2o_sonar.utils.perturbations.PerturbatorDescriptor method) duration (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute)

E

E0100_BIAS (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) E0200_EXPLAINABILITY (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) E0300_TOXICITY (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) E0400_MISINFORMATION (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) e_model_baai_bge (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator attribute) e_model_vitamin_c (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator attribute) EFFECTIVE_INF_FLOAT (h2o_sonar.lib.api.commons.MetricMeta attribute) EFFECTIVE_INF_FLOAT_INT (h2o_sonar.lib.api.commons.MetricMeta attribute) EFFECTIVE_INF_INT (h2o_sonar.lib.api.commons.MetricMeta attribute) EL_FEATURE_TEXT (h2o_sonar.lib.api.formats.HtmlFormat attribute) EL_WORD (h2o_sonar.lib.api.formats.HtmlFormat attribute) embedding_model (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) empty() (h2o_sonar.methods.core.method.FeaturesMetadata method) ENC_AUTO (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) ENC_ENUM_LTD (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) ENC_LE (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) ENC_ONE_HOT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) ENC_SORT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) encode() (h2o_sonar.lib.api.persistences.NanEncoder method) EncodingPerturbator (class in h2o_sonar.utils.perturbations) EncodingPerturbatorBase16 (class in h2o_sonar.utils.perturbations) encrypt() (in module h2o_sonar.utils.crypto) ENCRYPTED_FIELDS (h2o_sonar.config.ConnectionConfig attribute) (h2o_sonar.config.LicenseConfig attribute) ensure() (h2o_sonar.utils.sanitization.SanitizationMap static method) ensure_h2o3_running() (in module h2o_sonar.methods.utils.h2o_utils) ensure_valid_queue_plan() (h2o_sonar.lib.container.explainer_container.ParallelExplainerExecutor class method) env_and_override() (h2o_sonar.config.H2oSonarConfig method) ENV_VAR_CFG_PREFIX (h2o_sonar.config.H2oSonarConfig attribute) ENV_VAR_H2O_SONAR_PROMPT_CACHE (h2o_sonar.utils.testing.RagTestLabPromptCache attribute) ENV_VAR_H2O_SONAR_PROMPT_CACHE_SIZE (h2o_sonar.utils.testing.RagTestLabPromptCache attribute) ENV_VAR_H2O_SONAR_PROMPT_CACHE_SRC (h2o_sonar.utils.testing.RagTestLabPromptCache attribute) ENV_VAR_H2O_SONAR_PROMPT_CACHE_STATIC (h2o_sonar.utils.testing.RagTestLabPromptCache attribute) error (h2o_sonar.lib.api.interpretations.Interpretation attribute) error() (h2o_sonar.loggers.SonarFileLogger method) (h2o_sonar.loggers.SonarLogger method) (h2o_sonar.loggers.SonarPrintLogger method) (in module h2o_sonar.loggers) ES_TEMP_PREFIX (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) eval_custom_metrics() (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator method) EVAL_STUDIO (h2o_sonar.lib.api.commons.Branding attribute) eval_tc_conditions() (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator static method) EvalStudioMarkdownFormat (class in h2o_sonar.lib.api.formats) evaluate() (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator method) (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator method) (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator method) (h2o_sonar.evaluators.fairness_bias_evaluator.FairnessBiasEvaluator method) (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator method) (h2o_sonar.evaluators.perplexity_evaluator.PerplexityEvaluator method) (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator method) (h2o_sonar.evaluators.rag_answer_correctness_evaluator.AnswerCorrectnessEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_evaluator.AnswerRelevancyEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator method) (h2o_sonar.evaluators.rag_answer_similarity_evaluator.AnswerSemanticSimilarityEvaluator method) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator method) (h2o_sonar.evaluators.rag_context_precision_evaluator.ContextPrecisionEvaluator method) (h2o_sonar.evaluators.rag_context_recall_evaluator.ContextRecallEvaluator method) (h2o_sonar.evaluators.rag_context_relevancy_evaluator.ContextRelevancyEvaluator method) (h2o_sonar.evaluators.rag_faithfulness_evaluator.FaithfulnessEvaluator method) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator method) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator method) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator method) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.ConditionEvaluator method) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator method) (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator method) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator method) (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator method) (h2o_sonar.lib.api.judges.EvaluationJudge method) (h2o_sonar.lib.api.judges.LlmEvaluationJudge method) (h2o_sonar.lib.api.judges.RagClientEvaluationJudge method) EvaluationJudge (class in h2o_sonar.lib.api.judges) EvaluationJudgeConfig (class in h2o_sonar.config) EvaluationJudgeType (class in h2o_sonar.config) evaluator_id() (h2o_sonar.lib.api.explainers.Explainer class method) (h2o_sonar.lib.api.interpretations.ExplainerJob method) EvaluatorParamType (class in h2o_sonar.lib.api.commons) EvaluatorToRun (class in h2o_sonar.lib.api.commons) evict() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.LlmHostPromptCache method) executor (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer property) exists() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) expected_custom_class (h2o_sonar.lib.api.explainers.Explainer attribute) ExperimentType (class in h2o_sonar.lib.api.commons) explain (h2o_sonar.lib.api.explainers.OnDemandExplainMethod attribute) explain() (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer method) (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer method) (h2o_sonar.explainers.dataset_and_model_insights_explainer.DatasetAndModelInsightsExplainer method) (h2o_sonar.explainers.dia_explainer.DiaExplainer method) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer method) (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer method) (h2o_sonar.explainers.morris_sa_explainer.MorrisSensitivityAnalysisExplainer method) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer method) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer method) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer method) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) (h2o_sonar.methods.core.method.Method method)

explain_global (h2o_sonar.lib.api.explainers.OnDemandExplainMethod attribute) explain_global() (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) explain_insights() (h2o_sonar.lib.api.explainers.Explainer method) explain_local (h2o_sonar.lib.api.explainers.OnDemandExplainMethod attribute) explain_local() (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) explain_problems() (h2o_sonar.explainers.dataset_and_model_insights_explainer.DatasetAndModelInsightsExplainer method) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) explainable_rag_llm_model_from_json() (in module h2o_sonar.lib.api.models) ExplainableLlmModel (class in h2o_sonar.lib.api.models) ExplainableModel (class in h2o_sonar.lib.api.models) ExplainableModelHandle (class in h2o_sonar.lib.api.models) ExplainableModelMeta (class in h2o_sonar.lib.api.models) ExplainableModelType (class in h2o_sonar.lib.api.models) ExplainableRagModel (class in h2o_sonar.lib.api.models) Explainer (class in h2o_sonar.lib.api.explainers) explainer_deps (h2o_sonar.lib.api.explainers.Explainer attribute) EXPLAINER_ID (h2o_sonar.lib.api.commons.ExplainerFilter attribute) explainer_id (h2o_sonar.lib.api.persistences.ExplainerPersistence property) explainer_id() (h2o_sonar.lib.api.explainers.Explainer class method) (h2o_sonar.lib.api.interpretations.ExplainerJob method) explainer_ids (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) EXPLAINER_JOB_KEY (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) explainer_job_key (h2o_sonar.lib.api.persistences.ExplainerPersistence property) EXPLAINER_LOG_PREFIX (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) EXPLAINER_LOG_SUFFIX_ANON (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) explainer_params (h2o_sonar.lib.api.explainers.Explainer attribute) explainer_params_as_dict() (h2o_sonar.lib.api.explainers.Explainer method) explainer_params_as_str (h2o_sonar.lib.api.explainers.Explainer attribute) explainer_results (h2o_sonar.lib.api.interpretations.Interpretation attribute) explainer_version() (h2o_sonar.lib.api.explainers.Explainer class method) ExplainerArgs (class in h2o_sonar.lib.api.explainers) ExplainerCompatibilityError ExplainerContainer (class in h2o_sonar.lib.container.explainer_container) ExplainerDescriptor (class in h2o_sonar.lib.api.explainers) ExplainerExecutor (class in h2o_sonar.lib.container.explainer_container) ExplainerFilter (class in h2o_sonar.lib.api.commons) ExplainerJob (class in h2o_sonar.lib.api.interpretations) ExplainerJobStatus (class in h2o_sonar.lib.api.commons) ExplainerParam (class in h2o_sonar.lib.api.explainers) ExplainerParamKey (class in h2o_sonar.lib.api.commons) ExplainerParamType (class in h2o_sonar.lib.api.commons) ExplainerPersistence (class in h2o_sonar.lib.api.persistences) ExplainerRegistry (class in h2o_sonar.lib.api.explainers) ExplainerResult (class in h2o_sonar.lib.api.explainers) explainers (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) explainers_by_purpose (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context attribute) EXPLAINERS_PURPOSES (h2o_sonar.lib.api.explainers.Explainer attribute) explainers_registry (h2o_sonar.lib.container.explainer_container.ExplainerContainer property) ExplainerToMvTestAdapter (class in h2o_sonar.lib.integrations.mv_adapter) ExplainerToRun (class in h2o_sonar.lib.api.commons) explains_binary() (h2o_sonar.lib.api.explainers.Explainer method) explains_multiclass() (h2o_sonar.lib.api.explainers.Explainer method) explains_regression() (h2o_sonar.lib.api.explainers.Explainer method) explanation (h2o_sonar.lib.api.formats.ExplanationFormat property) EXPLANATION_TYPE (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) ExplanationFormat (class in h2o_sonar.lib.api.formats) ExplanationFormatUtils (class in h2o_sonar.lib.api.formats) explanations (h2o_sonar.lib.api.explainers.Explainer property) ExplanationScope (class in h2o_sonar.lib.api.commons) export_mv_test() (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence method) EXT_CSV (h2o_sonar.lib.api.commons.MimeType attribute) EXT_DATATABLE (h2o_sonar.lib.api.commons.MimeType attribute) EXT_DOCX (h2o_sonar.lib.api.commons.MimeType attribute) ext_for_mime() (h2o_sonar.lib.api.commons.MimeType static method) EXT_HTML (h2o_sonar.lib.api.commons.MimeType attribute) EXT_JPG (h2o_sonar.lib.api.commons.MimeType attribute) EXT_JSON (h2o_sonar.lib.api.commons.MimeType attribute) EXT_MARKDOWN (h2o_sonar.lib.api.commons.MimeType attribute) EXT_MOJO (h2o_sonar.lib.api.models.DriverlessAiModel attribute) EXT_PICKLE (h2o_sonar.lib.api.models.PickleFileModel attribute) EXT_PNG (h2o_sonar.lib.api.commons.MimeType attribute) EXT_SVG (h2o_sonar.lib.api.commons.MimeType attribute) EXT_TEXT (h2o_sonar.lib.api.commons.MimeType attribute) EXT_ZIP (h2o_sonar.lib.api.commons.MimeType attribute) EXTREME (h2o_sonar.lib.api.commons.PerturbationIntensity attribute)

F

FAILED (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) failure (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator.Classes attribute) FairnessBiasEvaluator (class in h2o_sonar.evaluators.fairness_bias_evaluator) FaithfulnessEvaluator (class in h2o_sonar.evaluators.rag_faithfulness_evaluator) fatal() (in module h2o_sonar.loggers) FEATURE (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) feature_importances (h2o_sonar.lib.api.models.ExplainableModelMeta property) FEATURE_TYPE_CAT (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FEATURE_TYPE_CAT_NUM (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FEATURE_TYPE_DATE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FEATURE_TYPE_DATETIME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FEATURE_TYPE_NUM (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FEATURE_TYPE_TIME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FeatureImportanceResult (class in h2o_sonar.lib.api.results) features_metadata (h2o_sonar.lib.api.models.ExplainableModelMeta property) FeaturesMetadata (class in h2o_sonar.methods.core.method) FeatureTypes (class in h2o_sonar.methods.core.method) FILE_COMMON_PARAMS (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_DEFAULT_DETAILS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_DEFAULT_TREE (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_DONE_DONE (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_DONE_FAILED (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_DRF_VAR_IMP (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_EXPERIMENT_ID_COLS (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_EXPERIMENT_IMAGE (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_EXPERIMENT_TS (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_EXPLAINER_PICKLE (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_EXPLANATION (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_EXT (h2o_sonar.lib.api.formats.LocalFeatImpDatatableFormat attribute) FILE_H2O_SONAR_HTML (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_ICE_JSON (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) FILE_INDEX (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) FILE_INSIGHTS (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_INTERPRETATION_HTML (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_INTERPRETATION_HTML_4_PDF (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_INTERPRETATION_JSON (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_INTERPRETATION_PDF (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_IS_ON_DEMAND (h2o_sonar.lib.api.formats.TextCustomExplanationFormat attribute) FILE_METRICS_DT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_METRICS_DT_MULTI_PREFIX (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_MLI_EXPERIMENT_LOG (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_NAME_H2O_SONAR_LOG (h2o_sonar.loggers.SonarLogger attribute) file_names (h2o_sonar.lib.api.formats.ExplanationFormat property) FILE_ON_DEMAND_EXPLANATION_SUFFIX (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_PD_JSON (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) FILE_PREFIX_DATASET (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_PREFIX_EXPLANATION_IDX (h2o_sonar.lib.api.formats.ExplanationFormat attribute) FILE_PROBLEMS (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) FILE_PROGRESS_JSON (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) FILE_RAW_CONTRIBS_IDX (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) FILE_RAW_RESULT (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) FILE_RESULT_DESCRIPTOR (h2o_sonar.lib.api.persistences.ExplainerPersistence attribute) file_system (h2o_sonar.lib.api.persistences.PersistenceType attribute) FILE_WORK_DT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_WORK_DT_MULTI_PREFIX (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) FILE_Y_FILE (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) FILE_Y_HAT (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.lib.api.formats.LocalFeatImpWithYhatsJSonDatatableFormat attribute)

FilesystemPersistence (class in h2o_sonar.lib.api.persistences) FILTER_CLASS (h2o_sonar.lib.api.formats.TextCustomExplanationFormat attribute) FILTER_FEATURE (h2o_sonar.lib.api.formats.TextCustomExplanationFormat attribute) FILTER_NUMCAT (h2o_sonar.lib.api.formats.TextCustomExplanationFormat attribute) FILTER_TYPE_TEXT_FEATURES (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) FilterEntry (class in h2o_sonar.lib.api.commons) find_nan_index() (in module h2o_sonar.methods.utils.histogram) FINISHED (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) fit() (h2o_sonar.lib.api.explainers.Explainer method) (h2o_sonar.lib.api.models.ExplainableModel method) (h2o_sonar.utils.preprocessing.MultiColumnLabelEncoderAbc method) fit_transform() (h2o_sonar.utils.preprocessing.MultiColumnLabelEncoderAbc method) FLANScorer (class in h2o_sonar.evaluators.gptscore_evaluator) float (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) flush_dir_for_file() (h2o_sonar.lib.api.persistences.FilesystemPersistence static method) (h2o_sonar.lib.api.persistences.Persistence static method) FORMAT (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) format (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) format_date_features (h2o_sonar.methods.core.method.FeaturesMetadata property) FORMAT_DATETIME (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) FORMAT_HEXA (h2o_sonar.lib.api.commons.LookAndFeel attribute) FORMATTER (h2o_sonar.loggers.SonarFileLogger attribute) FriedmanHStatisticExplainer (class in h2o_sonar.explainers.friedman_h_statistic_explainer) FriedmanHStatisticExplainer.Result (class in h2o_sonar.explainers.friedman_h_statistic_explainer) from_config_overrides() (h2o_sonar.lib.api.explainers.ExplainerArgs method) from_connection_type() (h2o_sonar.lib.api.models.ExplainableModelType static method) from_dataframe_to_json() (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat static method) from_dict() (h2o_sonar.config.ConnectionConfig static method) (h2o_sonar.config.EvaluationJudgeConfig static method) (h2o_sonar.config.LicenseConfig static method) (h2o_sonar.lib.api.commons.MetricMeta static method) (h2o_sonar.lib.api.commons.MetricsMeta static method) (h2o_sonar.lib.api.explainers.ExplainerArgs method) (h2o_sonar.lib.api.interpretations.ExplainerJob static method) (h2o_sonar.lib.api.models.ExplainableLlmModel static method) (h2o_sonar.lib.api.models.ExplainableRagModel static method) (h2o_sonar.lib.api.problems.ProblemAndAction static method) (h2o_sonar.utils.testing.RagTestConfig static method) from_eval_results() (h2o_sonar.utils.testing.RagTestLab static method) from_int() (h2o_sonar.lib.api.commons.ExplainerJobStatus static method) from_int_list() (h2o_sonar.lib.api.commons.SemVer static method) from_json_datatable() (h2o_sonar.lib.api.formats.GlobalFeatImpJSonCsvFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat static method) from_list_explainers_args_json() (in module h2o_sonar.utils.io) from_lists() (h2o_sonar.lib.api.formats.GlobalFeatImpDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat static method) from_llm_dataset() (h2o_sonar.utils.testing.RagTestSuiteConfig static method) from_llm_test_suite() (h2o_sonar.utils.testing.RagTestLab static method) from_pickle() (h2o_sonar.lib.api.models.PickleFileModel static method) from_rag_test_suite() (h2o_sonar.utils.testing.RagTestLab static method) from_run_interpretation_args_json() (in module h2o_sonar.utils.io) from_str() (h2o_sonar.lib.api.commons.SemVer static method) from_string() (h2o_sonar.lib.api.models.ExplainableModelHandle static method) from_toml() (h2o_sonar.config.H2oSonarConfig method)

G

gc() (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) generate_key() (in module h2o_sonar.lib.api.commons) get() (h2o_sonar.lib.api.explainers.ExplainerArgs method) (h2o_sonar.methods.core.method.FeaturesMetadata method) (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.LlmHostPromptCache method) get_ad_hoc_mli_dir_name() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) get_all_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_async_log_file_name() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) get_base_dir() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) get_base_dir_file() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_bg_color() (h2o_sonar.lib.api.commons.LookAndFeel static method) get_binary_metric_dict() (in module h2o_sonar.methods.utils.fairness_utils) get_bins() (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) get_chat_message_path() (h2o_sonar.utils.testing.TestLabPersistence static method) get_chat_session_dir() (h2o_sonar.utils.testing.TestLabPersistence static method) get_class() (h2o_sonar.lib.api.explainers.ExplainerRegistry method) get_client_for_connection() (in module h2o_sonar.lib.integrations.genai) get_collection_name() (h2o_sonar.lib.integrations.genai.RagClient static method) get_colormap() (h2o_sonar.lib.api.commons.LookAndFeel static method) get_config() (in module h2o_sonar.interpret) get_connection() (h2o_sonar.config.H2oSonarConfig method) get_container_types() (h2o_sonar.lib.container.explainer_container.ContainerRegistry method) get_custom_explanation_formats() (in module h2o_sonar.lib.api.formats) get_cwl() (h2o_sonar.lib.api.persistences.PersistenceApi method) get_data() (h2o_sonar.lib.api.formats.CsvFormatCustomExplanationFormat method) (h2o_sonar.lib.api.formats.DatatableCustomExplanationFormat method) (h2o_sonar.lib.api.formats.ExplanationFormat method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonDatatableFormat method) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat method) get_default_cwl() (h2o_sonar.lib.api.persistences.FilesystemPersistence static method) (h2o_sonar.lib.api.persistences.InMemoryPersistence static method) get_default_evaluation_judge() (in module h2o_sonar.lib.api.judges) get_dirs_for_explainer_id() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) get_entry_constants() (h2o_sonar.explainers.dia_explainer.DiaExplainer static method) get_evaluated_model_for_key() (h2o_sonar.utils.testing.RagTestLab method) get_evaluation_judge() (h2o_sonar.config.H2oSonarConfig method) get_evaluation_judge_for_config() (in module h2o_sonar.lib.api.judges) get_evaluation_judge_for_connection() (in module h2o_sonar.lib.api.judges) get_evaluator_job() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_evaluator_jobs() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_evaluator_working_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_experiment_id_cols_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_explainer() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_ann_log_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_ann_log_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_class() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_dir_archive() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_ids_by_status() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_insights() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_insights_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_insights_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_job() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_explainer_job_keys_by_id() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_job_statuses() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_jobs() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_explainer_jobs_by_status() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_local_result() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_log_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_log_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_log_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_metadata() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_problems() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_problems_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_problems_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_result() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_result_metadata() (h2o_sonar.lib.api.interpretations.Interpretation method) get_explainer_result_path() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_snapshot_path() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_explainer_working_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explainer_working_file() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explanation_dir_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explanation_file_path() (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explanation_meta_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_explanations() (h2o_sonar.lib.api.explainers.Explainer method) get_failed_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_feature_importance_problems() (in module h2o_sonar.utils.problem_detection) get_fg_color() (h2o_sonar.lib.api.commons.LookAndFeel static method) get_finished_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_global_explanation() (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat class method) get_gom_from_shapley_contrib_frames() (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) get_gom_from_shapley_frames() (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) get_group() (h2o_sonar.lib.api.commons.KeywordGroups method) get_group_levels() (in module h2o_sonar.methods.utils.fairness_utils) get_html_4_pdf_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_html_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_html_report_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_incompatible_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_insights() (h2o_sonar.lib.api.interpretations.Interpretation method) get_interpretation_dir_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_interpretation_params() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_interpretation_status() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) get_interpretations_html_index_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_jobs_for_evaluator_id() (h2o_sonar.lib.api.interpretations.Interpretation method) get_jobs_for_explainer_id() (h2o_sonar.lib.api.interpretations.Interpretation method) get_json_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_json_report_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_key() (h2o_sonar.utils.testing.LlmHostPromptCache static method) get_key_for_explainer_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) get_level() (in module h2o_sonar.loggers) get_license() (h2o_sonar.config.H2oSonarConfig method) get_line_color() (h2o_sonar.lib.api.commons.LookAndFeel static method) get_llm_model_names() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.LlmHostPromptCache method) get_local_explanation() (h2o_sonar.lib.api.formats.ExplanationFormat class method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat class method) (h2o_sonar.lib.api.formats.LocalDtJSonFormat class method) (h2o_sonar.lib.api.formats.LocalFeatImpDatatableFormat class method) (h2o_sonar.lib.api.formats.LocalOnDemandHtmlFormat class method) (h2o_sonar.lib.api.formats.LocalOnDemandTextFormat class method)

get_locators_for_explainer_id() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) get_max_metric() (h2o_sonar.explainers.dia_explainer.DiaExplainer method) get_metric() (h2o_sonar.lib.api.commons.MetricsMeta method) get_metric_best_value() (h2o_sonar.lib.api.commons.MetricsMeta method) get_metric_description() (h2o_sonar.lib.api.commons.MetricsMeta method) get_metric_keys() (h2o_sonar.lib.api.commons.MetricsMeta method) get_metric_worst_value() (h2o_sonar.lib.api.commons.MetricsMeta method) get_metrics_list() (in module h2o_sonar.methods.utils.fairness_utils) get_mli_dir_name() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) get_model_insights() (h2o_sonar.lib.api.interpretations.Interpretation method) get_model_problems() (h2o_sonar.lib.api.interpretations.Interpretation method) get_model_type() (h2o_sonar.lib.api.models.ExplainableModelMeta method) get_multi_column_label_encoder() (in module h2o_sonar.utils.preprocessing) get_node_by_id() (h2o_sonar.lib.container.explainer_container.DependencyTreeNode method) get_numcat_aspects() (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) get_numcat_missing_aspect() (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) get_page() (h2o_sonar.lib.api.formats.ExplanationFormat class method) (h2o_sonar.lib.api.formats.ExplanationFormatUtils static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat class method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat class method) get_pdf_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) get_pdf_report_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_perturbator() (h2o_sonar.utils.perturbations.PerturbatorRegistry method) get_primary_metric() (h2o_sonar.lib.api.commons.MetricsMeta method) get_problems_by_severity() (h2o_sonar.lib.api.interpretations.Interpretation method) get_progress_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_prroc_dt() (in module h2o_sonar.methods.utils.fairness_utils) get_purpose_representatives_job_keys() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context method) get_queue_for_explainer() (h2o_sonar.lib.container.explainer_container.ParallelExplainerExecutor class method) get_r2_rmse() (in module h2o_sonar.methods.utils.fairness_utils) get_rag_conf() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) get_ragas_privacy_safe_embeddings() (in module h2o_sonar.lib.integrations.ragas_adapter) get_ragas_to_sonar_llm_adapter() (in module h2o_sonar.lib.integrations.ragas_adapter) get_reg_metrics_list() (in module h2o_sonar.methods.utils.fairness_utils) get_relative_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_result() (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator method) (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator method) (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator method) (h2o_sonar.evaluators.fairness_bias_evaluator.FairnessBiasEvaluator method) (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator method) (h2o_sonar.evaluators.perplexity_evaluator.PerplexityEvaluator method) (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator method) (h2o_sonar.evaluators.rag_answer_correctness_evaluator.AnswerCorrectnessEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_evaluator.AnswerRelevancyEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator method) (h2o_sonar.evaluators.rag_answer_similarity_evaluator.AnswerSemanticSimilarityEvaluator method) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator method) (h2o_sonar.evaluators.rag_context_precision_evaluator.ContextPrecisionEvaluator method) (h2o_sonar.evaluators.rag_context_recall_evaluator.ContextRecallEvaluator method) (h2o_sonar.evaluators.rag_context_relevancy_evaluator.ContextRelevancyEvaluator method) (h2o_sonar.evaluators.rag_faithfulness_evaluator.FaithfulnessEvaluator method) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator method) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator method) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator method) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator method) (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator method) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator method) (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator method) (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer method) (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer method) (h2o_sonar.explainers.dataset_and_model_insights_explainer.DatasetAndModelInsightsExplainer method) (h2o_sonar.explainers.dia_explainer.DiaExplainer method) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer method) (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer method) (h2o_sonar.explainers.morris_sa_explainer.MorrisSensitivityAnalysisExplainer method) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer method) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer method) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer method) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) get_result_descriptor_file_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) get_results_dir_location() (h2o_sonar.lib.api.interpretations.InterpretationResult method) get_scheduled_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_successful_explainer_ids() (h2o_sonar.lib.api.interpretations.Interpretation method) get_test_case_completion_dir() (h2o_sonar.utils.testing.TestLabPersistence static method) get_test_lab_dir() (h2o_sonar.utils.testing.TestLabPersistence static method) get_threshold() (h2o_sonar.lib.api.commons.MetricsMeta method) getcwl() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) Global3dDataJSonCsvFormat (class in h2o_sonar.lib.api.formats) Global3dDataJSonFormat (class in h2o_sonar.lib.api.formats) global_scope (h2o_sonar.lib.api.commons.ExplanationScope attribute) GlobalDtJSonFormat (class in h2o_sonar.lib.api.formats) GlobalDtJSonFormat.TreeNode (class in h2o_sonar.lib.api.formats) GlobalFeatImpDatatableFormat (class in h2o_sonar.lib.api.formats) GlobalFeatImpJSonCsvFormat (class in h2o_sonar.lib.api.formats) GlobalFeatImpJSonDatatableFormat (class in h2o_sonar.lib.api.formats) GlobalFeatImpJSonFormat (class in h2o_sonar.lib.api.formats) GlobalGroupedBarChartJSonDatatableFormat (class in h2o_sonar.lib.api.formats) GlobalLinePlotJSonFormat (class in h2o_sonar.lib.api.formats) GlobalNlpLocoJSonFormat (class in h2o_sonar.lib.api.formats) GlobalScatterPlotJSonFormat (class in h2o_sonar.lib.api.formats) GlobalSummaryFeatImpJsonDatatableFormat (class in h2o_sonar.lib.api.formats) GlobalSummaryFeatImpJsonFormat (class in h2o_sonar.lib.api.formats) GptScoreEvaluator (class in h2o_sonar.evaluators.gptscore_evaluator) GptScoreMachineTranslationEvaluator (class in h2o_sonar.evaluators.gptscore_machine_translation_evaluator) GptScoreQuestionAnsweringEvaluator (class in h2o_sonar.evaluators.gptscore_question_answering_evaluator) GptScoreSummaryWithoutReferenceEvaluator (class in h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator) GptScoreSummaryWithReferenceEvaluator (class in h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator) GrammarOfMliFormat (class in h2o_sonar.lib.api.formats) GRID_RESOLUTION (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) guess_model_labels() (in module h2o_sonar.lib.api.models) guess_model_used_features() (in module h2o_sonar.lib.api.models)

H

H2O (h2o_sonar.lib.api.models.ModelVendor attribute) h2o3 (h2o_sonar.lib.api.models.ExplainableModelType attribute) H2o3Config (class in h2o_sonar.config) H2o3Model (class in h2o_sonar.lib.api.models) H2O_3 (h2o_sonar.config.ConnectionConfigType attribute) h2o_auto_cleanup (h2o_sonar.config.H2oSonarConfig attribute) h2o_auto_start (h2o_sonar.config.H2oSonarConfig attribute) h2o_auto_stop (h2o_sonar.config.H2oSonarConfig attribute) H2O_ENC_AUTO (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) H2O_ENC_ENUM_LTD (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) H2O_ENC_LE (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) H2O_ENC_ONE_HOT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) H2O_ENC_SORT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) H2O_ENCODING_NAMES (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) h2o_find_free_port() (in module h2o_sonar.methods.utils.h2o_utils) H2O_GPT (h2o_sonar.config.ConnectionConfigType attribute) H2O_GPT_E (h2o_sonar.config.ConnectionConfigType attribute) h2o_host (h2o_sonar.config.H2oSonarConfig attribute) h2o_init() (in module h2o_sonar.methods.utils.h2o_utils) H2O_LLM_OPS (h2o_sonar.config.ConnectionConfigType attribute) h2o_port (h2o_sonar.config.H2oSonarConfig attribute) h2o_sonar module H2O_SONAR (h2o_sonar.lib.api.commons.Branding attribute) h2o_sonar.config module h2o_sonar.errors module h2o_sonar.evaluators.abc_byop_evaluator module h2o_sonar.evaluators.bleu_evaluator module h2o_sonar.evaluators.classification_evaluator module h2o_sonar.evaluators.contact_information_byop_evaluator module h2o_sonar.evaluators.fairness_bias_evaluator module h2o_sonar.evaluators.gptscore_evaluator module h2o_sonar.evaluators.gptscore_machine_translation_evaluator module h2o_sonar.evaluators.gptscore_question_answering_evaluator module h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator module h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator module h2o_sonar.evaluators.language_mismatch_byop_evaluator module h2o_sonar.evaluators.parameterizable_byop_evaluator module h2o_sonar.evaluators.perplexity_evaluator module h2o_sonar.evaluators.pii_leakage_evaluator module h2o_sonar.evaluators.rag_answer_correctness_evaluator module h2o_sonar.evaluators.rag_answer_relevancy_evaluator module h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator module h2o_sonar.evaluators.rag_answer_similarity_evaluator module h2o_sonar.evaluators.rag_chunk_relevancy_evaluator module h2o_sonar.evaluators.rag_context_precision_evaluator module h2o_sonar.evaluators.rag_context_recall_evaluator module h2o_sonar.evaluators.rag_context_relevancy_evaluator module h2o_sonar.evaluators.rag_faithfulness_evaluator module h2o_sonar.evaluators.rag_groundedness_evaluator module h2o_sonar.evaluators.rag_hallucination_evaluator module h2o_sonar.evaluators.rag_ragas_evaluator module h2o_sonar.evaluators.rag_tokens_presence_evaluator module h2o_sonar.evaluators.rouge_evaluator module h2o_sonar.evaluators.sensitive_data_leakage_evaluator module h2o_sonar.evaluators.sexism_byop_evaluator module h2o_sonar.evaluators.stereotype_byop_evaluator module h2o_sonar.evaluators.summarization_byop_evaluator module h2o_sonar.evaluators.summarization_evaluator module h2o_sonar.evaluators.toxicity_evaluator module h2o_sonar.explainers.adversarial_similarity_explainer module h2o_sonar.explainers.backtesting_explainer module h2o_sonar.explainers.calibration_score_explainer module h2o_sonar.explainers.dataset_and_model_insights_explainer module h2o_sonar.explainers.dia_explainer module h2o_sonar.explainers.drift_explainer module h2o_sonar.explainers.dt_surrogate_explainer module h2o_sonar.explainers.fi_kernel_shap_explainer module h2o_sonar.explainers.fi_naive_shapley_explainer module h2o_sonar.explainers.friedman_h_statistic_explainer module h2o_sonar.explainers.morris_sa_explainer module h2o_sonar.explainers.pd_2_features_explainer module h2o_sonar.explainers.pd_ice_explainer module h2o_sonar.explainers.residual_dt_surrogate_explainer module h2o_sonar.explainers.residual_pd_ice_explainer module h2o_sonar.explainers.segment_performance_explainer module h2o_sonar.explainers.size_dependency_explainer module h2o_sonar.explainers.summary_shap_explainer module h2o_sonar.explainers.transformed_fi_shapley_explainer module h2o_sonar.h2o_sonar_cli module h2o_sonar.interpret module h2o_sonar.lib module h2o_sonar.lib.api module h2o_sonar.lib.api.commons module

h2o_sonar.lib.api.datasets module h2o_sonar.lib.api.explainers module h2o_sonar.lib.api.explanations module h2o_sonar.lib.api.formats module h2o_sonar.lib.api.interpretations module h2o_sonar.lib.api.judges module h2o_sonar.lib.api.models module h2o_sonar.lib.api.persistences module h2o_sonar.lib.api.plots module h2o_sonar.lib.api.problems module h2o_sonar.lib.api.results module h2o_sonar.lib.container module h2o_sonar.lib.container.explainer_container module h2o_sonar.lib.integrations module h2o_sonar.lib.integrations.genai module h2o_sonar.lib.integrations.mv_adapter module h2o_sonar.lib.integrations.ragas_adapter module h2o_sonar.loggers module h2o_sonar.methods module h2o_sonar.methods.core module h2o_sonar.methods.core.method module h2o_sonar.methods.core.stats module h2o_sonar.methods.utils module h2o_sonar.methods.utils.fairness_utils module h2o_sonar.methods.utils.h2o_utils module h2o_sonar.methods.utils.histogram module h2o_sonar.utils module h2o_sonar.utils.binning module h2o_sonar.utils.caching module h2o_sonar.utils.crypto module h2o_sonar.utils.io module h2o_sonar.utils.normalization module h2o_sonar.utils.perturbations module h2o_sonar.utils.preprocessing module h2o_sonar.utils.problem_detection module h2o_sonar.utils.sampling module h2o_sonar.utils.sanitization module h2o_sonar.utils.testing module h2o_sonar.version module H2O_SONAR_LIMIT (h2o_sonar.utils.sampling.DatasetSampler attribute) H2O_SONAR_THEME (h2o_sonar.lib.api.commons.LookAndFeel attribute) h2o_to_dt() (in module h2o_sonar.methods.utils.h2o_utils) h2ogpt (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) h2ogpte (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) h2ogpte_llm (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) H2oGpteRagClient (class in h2o_sonar.lib.integrations.genai) H2oGpteRagClient.TypedLlmConfigDict (class in h2o_sonar.lib.integrations.genai) H2oGpteRagClient.TypedRagConfigDict (class in h2o_sonar.lib.integrations.genai) H2oGptLlmClient (class in h2o_sonar.lib.integrations.genai) h2ollmops (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) H2oLlmOpsClient (class in h2o_sonar.lib.integrations.genai) H2oSonarConfig (class in h2o_sonar.config) H_CONNECTION (h2o_sonar.lib.api.commons.ResourceHandle attribute) H_KEY (h2o_sonar.lib.api.commons.ResourceHandle attribute) H_PREFIX (h2o_sonar.lib.api.commons.ResourceHandle attribute) H_VERSION (h2o_sonar.lib.api.commons.ResourceHandle attribute) handle (h2o_sonar.lib.api.commons.ResourceLocatorType attribute) harmonic_mean() (in module h2o_sonar.lib.api.commons) has_explanation_scopes() (h2o_sonar.lib.api.explainers.Explainer class method) has_explanation_types() (h2o_sonar.lib.api.explainers.Explainer class method) has_explanations() (h2o_sonar.lib.api.explainers.Explainer class method) has_model_type_explanations() (h2o_sonar.lib.api.explainers.Explainer class method) has_nan() (in module h2o_sonar.methods.utils.histogram) has_shapley_values (h2o_sonar.lib.api.models.ExplainableModelMeta property) has_text_transformers (h2o_sonar.lib.api.models.ExplainableModelMeta property) has_transformed_model (h2o_sonar.lib.api.models.ExplainableModel property) HEADERS_VERSION_1 (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) HEADERS_VERSION_2 (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 attribute) HeadOfDatasetSampling (class in h2o_sonar.utils.sampling) health_check() (h2o_sonar.lib.api.judges.EvaluationJudge method) (h2o_sonar.lib.integrations.genai.LlmHostClient method) (h2o_sonar.lib.integrations.genai.OllamaClient method) help() (h2o_sonar.lib.api.explainers.ExplainerResult class method) (h2o_sonar.lib.api.results.Data3dResult class method) (h2o_sonar.lib.api.results.DiaResult class method) (h2o_sonar.lib.api.results.DtResult class method) (h2o_sonar.lib.api.results.FeatureImportanceResult class method) (h2o_sonar.lib.api.results.LeaderboardResult class method) (h2o_sonar.lib.api.results.PdResult class method) (h2o_sonar.lib.api.results.SummaryShapResult class method) HF_SPACES (h2o_sonar.config.ConnectionConfigType attribute) HIGH (h2o_sonar.lib.api.commons.PerturbationIntensity attribute) high (h2o_sonar.lib.api.problems.ProblemSeverity attribute) HIGH_PRIORITY (h2o_sonar.lib.container.explainer_container.ParallelExplainerExecutor.PriorityQueues attribute) high_severity_problems (h2o_sonar.lib.api.interpretations.OverallResult attribute) histogram_data() (in module h2o_sonar.methods.utils.histogram) HistogramBackend (class in h2o_sonar.methods.utils.histogram) hot_deploy_explainer() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) html_footer() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat static method) html_format (h2o_sonar.lib.api.interpretations.Interpretation attribute) html_h2o_sonar_pitch() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat static method) html_safe_str_field() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat static method) HtmlFormat (class in h2o_sonar.lib.api.formats) HtmlInterpretationFormat (class in h2o_sonar.lib.api.interpretations) HtmlInterpretationFormat.Context (class in h2o_sonar.lib.api.interpretations) HtmlInterpretationsFormat (class in h2o_sonar.lib.api.interpretations) http_ssl_cert_verify (h2o_sonar.config.H2oSonarConfig property) humanize_err_msg() (h2o_sonar.lib.integrations.genai.H2oGpteRagClient static method)

I

iam (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) IceCsvFormat (class in h2o_sonar.lib.api.formats) IceDatatableFormat (class in h2o_sonar.lib.api.formats) IceJsonDatatableFormat (class in h2o_sonar.lib.api.formats) id (h2o_sonar.lib.integrations.genai.AmazonBedrockKnowledgeBase attribute) id_features (h2o_sonar.methods.core.method.FeaturesMetadata property) IDENTIFIER_ACTUAL_OUTPUT (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) IDENTIFIER_CONTEXT (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) IDENTIFIER_EXPECTED_OUTPUT (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) IDENTIFIER_INPUT (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) IID (h2o_sonar.lib.api.commons.ExplainerFilter attribute) (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) IMAGE (h2o_sonar.lib.api.commons.ExplainerFilter attribute) (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) image_features (h2o_sonar.methods.core.method.FeaturesMetadata property) images (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) import_mv_test() (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence method) in_memory (h2o_sonar.lib.api.persistences.PersistenceType attribute) IN_PROGRESS (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) incompatible_explainer_ids (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) incompatible_explainers (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) index_file_name (h2o_sonar.lib.api.formats.ExplanationFormat property) INF (h2o_sonar.lib.api.commons.SafeJavaScript attribute) inference_types_supported (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) info() (h2o_sonar.loggers.SonarFileLogger method) (h2o_sonar.loggers.SonarLogger method) (h2o_sonar.loggers.SonarPrintLogger method) (in module h2o_sonar.loggers) InMemoryLlmHostPromptCache (class in h2o_sonar.utils.testing) InMemoryPersistence (class in h2o_sonar.lib.api.persistences) InMemoryPersistence.Directory (class in h2o_sonar.lib.api.persistences) input_modalities (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) insight_internal_llm_errors() (h2o_sonar.utils.testing.RagTestLab method) insights (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) int (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) integrity_check() (h2o_sonar.utils.testing.RagTestLab method) interpretable_model (h2o_sonar.methods.core.method.Method property) Interpretation (class in h2o_sonar.lib.api.interpretations) InterpretationParamType (class in h2o_sonar.lib.api.commons) InterpretationPersistence (class in h2o_sonar.lib.api.persistences) InterpretationResult (class in h2o_sonar.lib.api.interpretations) Interpretations (class in h2o_sonar.lib.api.interpretations) InvalidArgumentError InvalidArgumentValueError InvalidDataError inverse_transform() (h2o_sonar.utils.preprocessing.MultiColumnLabelEncoderAbc method) is_binary_file() (h2o_sonar.lib.api.persistences.Persistence static method) is_common_params() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) is_compatible() (h2o_sonar.utils.perturbations.ContextualMisinformationPerturbator method) (h2o_sonar.utils.perturbations.Perturbator class method) (h2o_sonar.utils.perturbations.PerturbatorRegistry method) is_constant (h2o_sonar.lib.api.models.ExplainableModelMeta property) is_dai_model() (h2o_sonar.lib.api.models.DriverlessAiModel static method) is_dai_rest_server_model() (h2o_sonar.lib.api.models.DriverlessAiRestServerModel static method) is_dataset_fit_in_memory() (h2o_sonar.utils.sampling.DatasetSampler static method) is_dir() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method)

is_dir_or_file() (h2o_sonar.lib.api.persistences.Persistence method) is_enabled() (h2o_sonar.explainers.dia_explainer.DiaExplainer static method) (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer static method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer static method) (h2o_sonar.lib.api.explainers.Explainer static method) is_evaluator_failed() (h2o_sonar.lib.api.interpretations.Interpretation method) is_evaluator_finished() (h2o_sonar.lib.api.interpretations.Interpretation method) is_evaluator_scheduled() (h2o_sonar.lib.api.interpretations.Interpretation method) is_evaluator_successful() (h2o_sonar.lib.api.interpretations.Interpretation method) is_explainer_failed() (h2o_sonar.lib.api.interpretations.Interpretation method) is_explainer_finished() (h2o_sonar.lib.api.interpretations.Interpretation method) is_explainer_scheduled() (h2o_sonar.lib.api.interpretations.Interpretation method) is_explainer_successful() (h2o_sonar.lib.api.interpretations.Interpretation method) is_file() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) is_finished() (h2o_sonar.lib.api.interpretations.ExplainerJob method) (h2o_sonar.lib.api.interpretations.Interpretation method) is_grammar_of_mli() (h2o_sonar.lib.api.formats.GrammarOfMliFormat class method) is_h2o3_model() (h2o_sonar.lib.api.models.H2o3Model static method) is_h2o3_running() (in module h2o_sonar.methods.utils.h2o_utils) is_handle() (h2o_sonar.lib.api.commons.ResourceHandle static method) is_higher_better() (h2o_sonar.lib.api.commons.MetricsMeta method) is_iid() (h2o_sonar.lib.api.explainers.Explainer class method) is_image() (h2o_sonar.lib.api.explainers.Explainer class method) is_job_failed() (h2o_sonar.lib.api.commons.ExplainerJobStatus static method) is_job_finished() (h2o_sonar.lib.api.commons.ExplainerJobStatus static method) is_job_running() (h2o_sonar.lib.api.commons.ExplainerJobStatus static method) is_llm() (h2o_sonar.lib.api.explainers.Explainer class method) (h2o_sonar.lib.api.models.ExplainableModelType static method) is_member() (h2o_sonar.lib.api.commons.KeywordGroup method) is_metric_flip() (h2o_sonar.lib.api.commons.MetricMeta static method) is_metric_passed() (h2o_sonar.lib.api.commons.MetricsMeta method) is_missing_value() (h2o_sonar.methods.core.method.Method static method) is_model_enabled() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient class method) is_ncname() (in module h2o_sonar.lib.api.commons) is_on_demand() (h2o_sonar.lib.api.formats.ExplanationFormat class method) (h2o_sonar.lib.api.formats.HtmlFormat class method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat class method) (h2o_sonar.lib.api.formats.LocalDtJSonFormat class method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonDatatableFormat class method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat class method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat class method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat class method) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat class method) is_paged() (h2o_sonar.lib.api.formats.ExplanationFormat class method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat class method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat class method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat class method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat class method) is_pickle_file_model() (h2o_sonar.lib.api.models.PickleFileModel static method) is_port_used() (in module h2o_sonar.lib.api.commons) is_rag() (h2o_sonar.lib.api.explainers.Explainer class method) (h2o_sonar.lib.api.models.ExplainableModelType static method) is_safe_name() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) is_scikit_learn_model() (h2o_sonar.lib.api.models.ScikitLearnModel static method) is_time_series() (h2o_sonar.lib.api.explainers.Explainer class method) is_unsupervised() (h2o_sonar.lib.api.explainers.Explainer class method) is_valid_key() (in module h2o_sonar.lib.api.commons)

J

jensen_shannon_divergence() (in module h2o_sonar.methods.core.stats) json (h2o_sonar.lib.api.persistences.PersistenceDataType attribute) json_str_to_dict() (h2o_sonar.lib.api.explainers.ExplainerArgs static method)

JsonPersistableExplanations (class in h2o_sonar.lib.api.persistences) JsonPersistableExplanations.PandasJSonEncoder (class in h2o_sonar.lib.api.persistences) judge (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator property)

K

KernelShapFeatureImportanceExplainer (class in h2o_sonar.explainers.fi_kernel_shap_explainer) key (h2o_sonar.lib.api.explainers.Explainer attribute) KEY_ACTION (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_ACTION_TYPE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_ACTUAL (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_ACTUAL_OUTPUT (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_ALL_EXPLAINERS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_ALL_EXPLAINERS_PARAMS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_ALL_METRICS (h2o_sonar.lib.api.formats.LlmLeaderboardJSonFormat attribute) KEY_ANSWER (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) KEY_AUTH_SERVER_URL (h2o_sonar.config.ConnectionConfig attribute) KEY_AUTO_CLEANUP (h2o_sonar.config.H2o3Config attribute) KEY_AUTO_START (h2o_sonar.config.H2o3Config attribute) 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(h2o_sonar.methods.core.method.Method attribute) KEY_CATEGORICAL (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_CATEGORICAL_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_CATEGORIES (h2o_sonar.utils.testing.RagTestCaseConfig attribute) KEY_CATEGORY (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_CATNUM_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_CATS (h2o_sonar.utils.testing.RagTestConfig attribute) (h2o_sonar.utils.testing.RagTestSuiteConfig attribute) KEY_CHILD_KEYS (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) KEY_CHILDREN (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_CLASSES_LABELS (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) KEY_CLASSES_LEGENDS (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) KEY_CLIENT_ID (h2o_sonar.config.ConnectionConfig attribute) KEY_COL_HISTOGRAM_STATS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_COL_NAME (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) KEY_COLLECTION_ID (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) KEY_COLLECTION_NAME (h2o_sonar.lib.api.models.ExplainableRagModel attribute) KEY_COLUMN_SUMMARIES (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_COLUMNS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_COMMENT (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_COMPLETENESS (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator attribute) KEY_CONDITION (h2o_sonar.utils.testing.RagTestCaseConfig attribute) KEY_CONNECTION (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) KEY_CONNECTIONS (h2o_sonar.config.H2oSonarConfig attribute) KEY_CONSTRAINTS (h2o_sonar.utils.testing.RagTestCaseConfig attribute) KEY_CONTEXT (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_CONTEXTS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) KEY_CORPUS (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_COST (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_CREATE_HTML_REPRESENTATIONS (h2o_sonar.config.H2oSonarConfig attribute) KEY_CREATED (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_CUSTOM_EXPLAINERS (h2o_sonar.config.H2oSonarConfig attribute) KEY_DATA (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache attribute) KEY_DATA_HISTOGRAM (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DATA_HISTOGRAM_CAT (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DATA_HISTOGRAM_NUM (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DATA_TYPE (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_DATASET (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) (h2o_sonar.utils.testing.TestLab attribute) KEY_DATE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DATE_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_DATE_FEATURES_FORMAT (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_DATE_TIME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DATE_TIME_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_DEFAULT_CLASS (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DEFAULT_METRIC (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat attribute) KEY_DESCR_PATH (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_DESCRIPTION (h2o_sonar.config.ConfigKeys attribute) (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.lib.api.commons.ConfigItem attribute) (h2o_sonar.lib.api.commons.MetricMeta attribute) (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) (h2o_sonar.utils.testing.RagTestSuiteConfig attribute) (h2o_sonar.utils.testing.TestLab attribute) KEY_DEVICE (h2o_sonar.config.H2oSonarConfig attribute) KEY_DIR (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_DISPLAY_FORMAT (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_DISPLAY_NAME (h2o_sonar.lib.api.commons.MetricMeta attribute) (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) KEY_DOC (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_DOCS_CACHE (h2o_sonar.utils.testing.TestLab attribute) KEY_DOCUMENTS (h2o_sonar.lib.api.models.ExplainableRagModel attribute) (h2o_sonar.utils.testing.RagTestConfig attribute) KEY_DURATION (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_E_DEPS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_E_ID (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_E_JOB_KEY (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_E_PARAMS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) KEY_EDA (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat attribute) KEY_EDGE_IN (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_EDGE_WEIGHT (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_ENABLE_SLOW_PERTURBATORS (h2o_sonar.config.H2oSonarConfig attribute) KEY_ENCRYPTED (h2o_sonar.config.ConfigKeys attribute) KEY_ENV_URL (h2o_sonar.config.ConnectionConfig attribute) KEY_ERROR (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator 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(h2o_sonar.config.ConnectionConfig attribute) KEY_EXTRAS (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_FAITHFULNESS_CONV (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator attribute) KEY_FAITHFULNESS_ZS (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator attribute) KEY_FEATURE (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) KEY_FEATURE_NAMES (h2o_sonar.lib.api.formats.Global3dDataJSonCsvFormat attribute) (h2o_sonar.lib.api.formats.Global3dDataJSonFormat attribute) KEY_FEATURE_TYPE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_FEATURE_VALUE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) KEY_FEATURES (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_FEATURES_META (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_FEATURES_PER_PAGE (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) KEY_FILENAME (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_FILES (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_FILES_DETAILS (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_FILES_NUMCAT_ASPECT (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_FILTER_BY (h2o_sonar.lib.api.commons.FilterEntry attribute) KEY_FILTERS (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) key_folder() (h2o_sonar.lib.api.persistences.Persistence static method) KEY_FORCE_EVAL_JUDGE (h2o_sonar.config.H2oSonarConfig attribute) KEY_FREQUENCY (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) KEY_FULLNAME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_GROUND_TRUTHS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) KEY_H2OGPTE_STATS (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_H2OGPTE_VISION_M (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_HASH (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_HIGH_VALUE (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) KEY_HIGHER_IS_BETTER (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_HOST (h2o_sonar.config.H2o3Config attribute) KEY_HTTP_SSL_CERT_VERIFY (h2o_sonar.config.H2oSonarConfig attribute) KEY_I_DATA_PATH (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_I_KEY (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_I_PARAMS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_ICE (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) KEY_ID (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_ID_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_IMAGE_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_INCOMPATIBLE_EXPLAINERS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_INCOMPATIBLE_EXPLAINERS_DS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_INPUT (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_INSIGHTS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_INTERPRETATION_LOCATION (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_IS_MULTI (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_IS_PRIMARY_METRIC (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_ITEM_ORDER (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_JOB_LOCATION (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) KEY_JUDGE_TYPE (h2o_sonar.config.EvaluationJudgeConfig attribute) KEY_KEY (h2o_sonar.config.ConnectionConfig attribute) (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.config.LicenseConfig attribute) (h2o_sonar.lib.api.commons.MetricMeta attribute) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) (h2o_sonar.utils.testing.RagTestCaseConfig attribute) (h2o_sonar.utils.testing.RagTestConfig attribute) KEY_KEYWORDS (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_KWARGS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_LABEL (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) KEY_LABELS_MAP (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) KEY_LEAF_PATH (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_LEGACY_I_PARAMS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_LEVEL (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_LF (h2o_sonar.lib.api.commons.LookAndFeel attribute) KEY_LICENSE (h2o_sonar.config.LicenseConfig attribute) KEY_LICENSE_FILE (h2o_sonar.config.LicenseConfig attribute) KEY_LICENSES (h2o_sonar.config.H2oSonarConfig attribute) KEY_LLM_MODEL_META (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) KEY_LLM_MODEL_NAME (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) (h2o_sonar.utils.testing.LlmHostPromptCache attribute)

KEY_LOOK_AND_FEEL (h2o_sonar.config.H2oSonarConfig attribute) KEY_MAX (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_MAX_MEM_SIZE (h2o_sonar.config.H2o3Config attribute) KEY_MESSAGE (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) KEY_META (h2o_sonar.lib.api.commons.MetricsMeta attribute) KEY_METADATA (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_METRICS (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_METRICS_META (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) KEY_MIME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_MIN (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_MIN_MEM_SIZE (h2o_sonar.config.H2o3Config attribute) KEY_MLI_KEY (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_MODEL (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_MODEL_CACHE_DIR (h2o_sonar.config.H2oSonarConfig attribute) KEY_MODEL_CFG (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) KEY_MODEL_TYPE (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) (h2o_sonar.utils.testing.LlmHostPromptCache attribute) KEY_MODEL_TYPES (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) KEY_MODELS (h2o_sonar.lib.api.interpretations.Interpretation attribute) (h2o_sonar.utils.testing.TestLab attribute) KEY_MSGS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_MV_FPATH (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_MV_ID (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_MV_NAME (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_MV_TYPE (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_N_COLS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_N_ROWS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_NAME (h2o_sonar.config.ConfigKeys attribute) (h2o_sonar.config.EvaluationJudgeConfig attribute) (h2o_sonar.lib.api.commons.ConfigItem attribute) (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) (h2o_sonar.lib.api.models.ExplainableRagModel attribute) (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) (h2o_sonar.utils.testing.RagTestSuiteConfig attribute) (h2o_sonar.utils.testing.TestLab attribute) KEY_NUMERIC (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_NUMERIC_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_ON_DEMAND (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_ON_DEMAND_MLI_KEY (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_ON_DEMAND_PARAMS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_OOR (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) KEY_ORDER (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) KEY_ORIGIN_OBJ_KEY (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_OVERALL_RESULT (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_PAGE_OFFSET (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_PAGE_SIZE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_PARAMETERS (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) KEY_PARAMS (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_PARENT (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_PARENT_METRIC (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_PARSED_ANSWER (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) KEY_PASSWORD (h2o_sonar.config.ConnectionConfig attribute) KEY_PATH (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_PD (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) KEY_PER_EXPLAINER_LOGGER (h2o_sonar.config.H2oSonarConfig attribute) KEY_PLATFORM_MVID (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_PLATFORM_OBJ_KEY (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_PLOTS_PATHS (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) KEY_PORT (h2o_sonar.config.H2o3Config attribute) KEY_PREDEFINED (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_PREDICTION (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) KEY_PROBLEM_ATTRS (h2o_sonar.lib.api.problems.ProblemAndAction attribute) KEY_PROBLEM_TYPE (h2o_sonar.lib.api.problems.ProblemAndAction attribute) KEY_PROBLEMS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_PRODUCT (h2o_sonar.config.LicenseConfig attribute) KEY_PROGRESS (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_PROGRESS_MESSAGE (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_PROMPT (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) (h2o_sonar.utils.testing.RagTestCaseConfig attribute) KEY_QUANTILE_BINS (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_QUESTION (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) KEY_RAW_DATASET (h2o_sonar.utils.testing.TestLab attribute) KEY_RAW_FEATURES (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_REALM_NAME (h2o_sonar.config.ConnectionConfig attribute) KEY_RELS (h2o_sonar.utils.testing.RagTestCaseConfig attribute) KEY_RESULT (h2o_sonar.lib.api.interpretations.Interpretation attribute) (h2o_sonar.lib.api.persistences.InterpretationPersistence attribute) KEY_RESULT_DESCRIPTOR (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) KEY_RESULTS_LOCATION (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_ROWS_PER_PAGE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_RUN_KEY (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_RUNNING_ACTION (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_SAMPLE_TABLE (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_SCHEDULED_EXPLAINERS (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_SCOPE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_SD (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) KEY_SERVER_ID (h2o_sonar.config.ConnectionConfig attribute) KEY_SERVER_URL (h2o_sonar.config.ConnectionConfig attribute) KEY_SEVERITY (h2o_sonar.lib.api.problems.ProblemAndAction attribute) KEY_SHAPE (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_SHAPLEY (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) KEY_SIZE (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_SIZE_STR (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_STATS_DURATION (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_STATS_FAILURE (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_STATS_RETRY (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_STATS_SUCCESS (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_STATS_TIMEOUT (h2o_sonar.lib.api.models.ExplainableLlmModel attribute) KEY_STATUS (h2o_sonar.lib.api.interpretations.ExplainerJob attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_SUMMARY (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_SYNC_ON_DEMAND (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_TAGLINE (h2o_sonar.lib.api.explainers.ExplainerDescriptor attribute) KEY_TAGS (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_TARGET_COL (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_TEST_CASES (h2o_sonar.utils.testing.RagTestSuiteConfig attribute) KEY_TESTS (h2o_sonar.utils.testing.RagTestSuiteConfig attribute) KEY_TESTSET (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_TEXT (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_TEXT_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_THRESHOLD (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_TIME (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_TIME_FEATURES (h2o_sonar.methods.core.method.FeatureTypes attribute) KEY_TOKEN (h2o_sonar.config.ConnectionConfig attribute) KEY_TOKEN_USE_TYPE (h2o_sonar.config.ConnectionConfig attribute) KEY_TOTAL_ROWS (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_TOTAL_WEIGHT (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_TS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_TYPE (h2o_sonar.config.ConnectionConfig attribute) (h2o_sonar.lib.api.commons.ConfigItem attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) KEY_USER (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_USERNAME (h2o_sonar.config.ConnectionConfig attribute) KEY_VAL (h2o_sonar.lib.api.commons.ConfigItem attribute) KEY_VALIDSET (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) KEY_VALUE (h2o_sonar.lib.api.commons.FilterEntry attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) KEY_VALUE_ENUM (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_VALUE_RANGE (h2o_sonar.lib.api.commons.MetricMeta attribute) KEY_VALUES (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) KEY_WEIGHT (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) KEY_WORKER_NAME (h2o_sonar.lib.api.commons.ExplainerParamKey attribute) KEY_X (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) KEY_Y (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat attribute) KEY_Y_FILE (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEY_Y_HAT (h2o_sonar.lib.api.formats.LocalFeatImpWithYhatsJSonDatatableFormat attribute) KEYS (h2o_sonar.config.H2o3Config attribute) Keyword (class in h2o_sonar.lib.api.commons) KEYWORD_COMPLIANCE_TEST (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_DEFAULT (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EVALUATES_LLM (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EVALUATES_RAG (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_APPROX_BEHAVIOR (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_DATASET (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_FAIRNESS (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_FEATURE_BEHAVIOR (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_MODEL_DEBUGGING (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_O_FEATURE_IMPORTANCE (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_T_FEATURE_IMPORTANCE (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_EXPLAINS_UNKNOWN (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_H2O_MODEL_VALIDATION (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_H2O_SONAR (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_ID_2_NAME (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat attribute) KEYWORD_INTENSITY (h2o_sonar.lib.api.commons.PerturbatorToRun attribute) KEYWORD_IS_FAST (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_IS_SLOW (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_LLM (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_MOCK (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_NLP (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_PARAMS (h2o_sonar.lib.api.commons.PerturbatorToRun attribute) KEYWORD_PERTURBATOR_ID (h2o_sonar.lib.api.commons.PerturbatorToRun attribute) KEYWORD_PREFIX_CAPABILITY (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_PREFIX_EXPLAINS (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_PROXY (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_REQUIRES_H2O3 (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_REQUIRES_OPENAI_KEY (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RESIDUALS (h2o_sonar.lib.api.formats.ExplanationFormat attribute) KEYWORD_RQ_AA (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RQ_C (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RQ_EA (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RQ_J (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RQ_P (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_RQ_RC (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_SURROGATE (h2o_sonar.lib.api.explainers.SurrogateExplainer attribute) KEYWORD_TEMPLATE (h2o_sonar.lib.api.explainers.Explainer attribute) KEYWORD_UNLISTED (h2o_sonar.lib.api.explainers.Explainer attribute) KeywordGroup (class in h2o_sonar.lib.api.commons) KeywordGroups (class in h2o_sonar.lib.api.commons) keywords (h2o_sonar.lib.api.explainers.Explainer property) (h2o_sonar.utils.perturbations.Perturbator property) KeywordTyposCharacterPerturbator (class in h2o_sonar.utils.perturbations) kill_h2o3() (in module h2o_sonar.methods.utils.h2o_utils) kolmogorov_smirnov() (in module h2o_sonar.methods.core.stats) KolmogorovSmirnovResult (class in h2o_sonar.methods.core.stats) KWARGS_ASSISTANT (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) KWARGS_RUN (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute) KWARGS_THREAD (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 attribute)

L

LABEL_PREFIX_CLASS (h2o_sonar.methods.core.method.Method attribute) LABEL_REGRESSION (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.methods.core.method.Method attribute) LanguageMismatchByopEvaluator (class in h2o_sonar.evaluators.language_mismatch_byop_evaluator) LeaderboardResult (class in h2o_sonar.lib.api.results) LEXICAL (h2o_sonar.lib.integrations.genai.RagChunkRetrievalMethod attribute) LICENSE (h2o_sonar.config.ConfigItemType attribute) LicenseConfig (class in h2o_sonar.config) list (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) list_collections() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.RagClient method) list_containers() (h2o_sonar.lib.container.explainer_container.ContainerRegistry method) list_dir() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) list_explainers() (h2o_sonar.lib.api.explainers.ExplainerRegistry method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (in module h2o_sonar.interpret) list_files_by_wildcard() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) list_in_english() (in module h2o_sonar.lib.api.results) list_interpretations() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (in module h2o_sonar.interpret) list_llm_model_names() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.AnthropicClaudeLlmClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.LlmHostClient method) (h2o_sonar.lib.integrations.genai.MsAzureOpenAiLlmClient method) (h2o_sonar.lib.integrations.genai.OllamaClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.OpenAiLlmClient method) list_llm_models() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) list_perturbators() (h2o_sonar.utils.perturbations.PerturbatorRegistry method) LLM (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) llm (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) llm_args (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) LlmEvaluationJudge (class in h2o_sonar.lib.api.judges) LlmHeatmapLeaderboardJSonFormat (class in h2o_sonar.lib.api.formats) LlmHostClient (class in h2o_sonar.lib.integrations.genai) LlmHostClient.LlmRagAnswer (class in h2o_sonar.lib.integrations.genai) LlmHostPromptCache (class in h2o_sonar.utils.testing) LlmLeaderboardJSonFormat (class in h2o_sonar.lib.api.formats) LlmModelHostType (class in h2o_sonar.lib.api.commons) load() (h2o_sonar.config.H2oSonarConfig static method) (h2o_sonar.lib.api.commons.CommonInterpretationParams static method) (h2o_sonar.lib.api.commons.ConfigItem static method) (h2o_sonar.lib.api.commons.ExplainerToRun static method) (h2o_sonar.lib.api.commons.FilterEntry static method) (h2o_sonar.lib.api.commons.MetricMeta static method) (h2o_sonar.lib.api.commons.MetricsMeta static method) (h2o_sonar.lib.api.commons.PerturbatorToRun static method) (h2o_sonar.lib.api.explainers.Explainer static method) (h2o_sonar.lib.api.explainers.ExplainerDescriptor static method) (h2o_sonar.lib.api.explainers.ExplainerRegistry method) (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.models.ExplainableModel static method) (h2o_sonar.lib.api.models.TransformedFeaturesModel static method) (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) (h2o_sonar.utils.perturbations.PerturbatorDescriptor static method)

load_and_override() (h2o_sonar.config.H2oSonarConfig method) load_common_params() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) load_descriptor() (h2o_sonar.lib.api.explainers.Explainer static method) load_explainers_params() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) load_from_json() (h2o_sonar.lib.api.interpretations.Interpretation static method) (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache static method) (h2o_sonar.utils.testing.RagTestLab static method) (h2o_sonar.utils.testing.RagTestSuiteConfig static method) load_from_url() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache static method) load_index_file() (h2o_sonar.lib.api.formats.CustomJsonFormat class method) (h2o_sonar.lib.api.formats.Global3dDataJSonCsvFormat class method) (h2o_sonar.lib.api.formats.Global3dDataJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat class method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat class method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat class method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat class method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat class method) (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat class method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat class method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat class method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat class method) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) load_insights() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) load_interpretation_meta() (h2o_sonar.lib.api.interpretations.Interpretations method) load_interpretations() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) load_is_image_experiment() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) load_is_timeseries_experiment() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) load_json() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.JsonPersistableExplanations method) (h2o_sonar.lib.api.persistences.Persistence method) load_list_explainers_args_json() (in module h2o_sonar.utils.io) load_message_entity() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) load_meta() (h2o_sonar.lib.api.formats.ExplanationFormat class method) load_problems() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) load_result_descriptor() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) load_run_interpretation_args_json() (in module h2o_sonar.utils.io) load_summac() (in module h2o_sonar.evaluators.summarization_evaluator) local (h2o_sonar.lib.api.commons.ResourceLocatorType attribute) local_scope (h2o_sonar.lib.api.commons.ExplanationScope attribute) LocalDtJSonFormat (class in h2o_sonar.lib.api.formats) LocalExplainerContainer (class in h2o_sonar.lib.container.explainer_container) LocalFeatImpDatatableFormat (class in h2o_sonar.lib.api.formats) LocalFeatImpJSonDatatableFormat (class in h2o_sonar.lib.api.formats) LocalFeatImpJSonFormat (class in h2o_sonar.lib.api.formats) LocalFeatImpWithYhatsJSonDatatableFormat (class in h2o_sonar.lib.api.formats) LocalNlpLocoJSonFormat (class in h2o_sonar.lib.api.formats) LocalOnDemandHtmlFormat (class in h2o_sonar.lib.api.formats) LocalOnDemandTextFormat (class in h2o_sonar.lib.api.formats) LocalSummaryFeatImplJSonFormat (class in h2o_sonar.lib.api.formats) log() (h2o_sonar.lib.api.explainers.ExplainerResult method) (in module h2o_sonar.loggers) log_action() (in module h2o_sonar.lib.integrations.genai) log_name (h2o_sonar.lib.api.explainers.Explainer attribute) logger (h2o_sonar.lib.api.explainers.Explainer attribute) (h2o_sonar.lib.container.explainer_container.ExplainerContainer attribute) LookAndFeel (class in h2o_sonar.lib.api.commons) LOW (h2o_sonar.lib.api.commons.PerturbationIntensity attribute) low (h2o_sonar.lib.api.problems.ProblemSeverity attribute) LOW_PRIORITY (h2o_sonar.lib.container.explainer_container.ParallelExplainerExecutor.PriorityQueues attribute) low_severity_problems (h2o_sonar.lib.api.interpretations.OverallResult attribute)

M

main() (in module h2o_sonar.h2o_sonar_cli) make_base_dir() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) make_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) make_dir_zip_archive() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.InterpretationPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) make_explainer_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_explainer_insights_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_explainer_log_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_explainer_problems_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_explainer_sandbox() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_explainer_working_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) make_interpretation_sandbox() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) make_key() (h2o_sonar.lib.api.persistences.Persistence static method) make_portable() (h2o_sonar.lib.api.commons.ConfigItem method) (h2o_sonar.lib.api.commons.MetricsMeta method) make_temp_dir() (h2o_sonar.lib.api.persistences.Persistence static method) make_temp_file() (h2o_sonar.lib.api.persistences.Persistence static method) make_tmp_dir() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) make_zip_archive() (h2o_sonar.lib.api.interpretations.InterpretationResult method) makedirs() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) MARKDOWN_TEMPLATE (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) MarkdownFormat (class in h2o_sonar.lib.api.formats) matplotlib_closing() (in module h2o_sonar.lib.api.results) MAX_BACKOFF_SECS (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx attribute) MAX_FEATURES (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) MAX_ITEMS (h2o_sonar.utils.testing.RagTestLabPromptCache attribute) max_new_tokens (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) mean_squared_error() (in module h2o_sonar.methods.utils.fairness_utils) MEDIUM (h2o_sonar.lib.api.commons.PerturbationIntensity attribute) medium (h2o_sonar.lib.api.problems.ProblemSeverity attribute) MEDIUM_PRIORITY (h2o_sonar.lib.container.explainer_container.ParallelExplainerExecutor.PriorityQueues attribute) medium_severity_problems (h2o_sonar.lib.api.interpretations.OverallResult attribute) merge() (h2o_sonar.utils.testing.RagTestLab method) merge_format() (h2o_sonar.lib.api.formats.IceJsonDatatableFormat class method) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) merge_local_and_global_page() (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat static method) meta (h2o_sonar.lib.api.models.ExplainableModel property) (h2o_sonar.lib.api.models.TransformedFeaturesModel property) Method (class in h2o_sonar.methods.core.method) METHOD (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) method_name (h2o_sonar.methods.core.method.Method property) method_type (h2o_sonar.methods.core.method.Method property) METRIC_ACCURACY (h2o_sonar.evaluators.gptscore_machine_translation_evaluator.GptScoreMachineTranslationEvaluator attribute) METRIC_ANSWER_CORRECTNESS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_ANSWER_RELEVANCY (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator attribute) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_ANSWER_SIMILARITY (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_BLEU_1 (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator attribute) METRIC_BLEU_2 (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator attribute) METRIC_BLEU_3 (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator attribute) METRIC_BLEU_4 (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator attribute) METRIC_COHERENCE (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_CONSISTENCY (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_CONTEXT_PRECISION (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_CONTEXT_RECALL (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_CONTEXT_RELEVANCY (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_CORRECTNESS (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) METRIC_ENGAGEMENT (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) METRIC_FACTUALITY (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_FAIRNESS_BIAS (h2o_sonar.evaluators.fairness_bias_evaluator.FairnessBiasEvaluator attribute) METRIC_FAITHFULNESS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_FLUENCY (h2o_sonar.evaluators.gptscore_machine_translation_evaluator.GptScoreMachineTranslationEvaluator attribute) (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_FN (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator attribute) METRIC_FP (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator attribute) METRIC_GROUNDEDNESS (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator attribute) METRIC_HALLUCINATION (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator attribute) METRIC_IDENTITY_ATTACK (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_INFORMATIVENESS (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_INSULT (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_INTEREST (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) METRIC_META_ANSWER_CORRECTNESS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_ANSWER_RELEVANCY (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_ANSWER_SIMILARITY (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_CONTEXT_PRECISION (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_CONTEXT_RECALL (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_CONTEXT_RELEVANCY (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_FAITHFULNESS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_META_RAGAS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_MULTI_QUAL_METRICS (h2o_sonar.evaluators.gptscore_machine_translation_evaluator.GptScoreMachineTranslationEvaluator attribute) METRIC_OBSCENE (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_PERPLEXITY (h2o_sonar.evaluators.perplexity_evaluator.PerplexityEvaluator attribute) METRIC_PRECISION_RELEVANCY (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) METRIC_RAGAS (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator attribute) METRIC_RECALL_RELEVANCY (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator attribute) METRIC_RELEVANCE (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_ROUGE_1 (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator attribute) METRIC_ROUGE_2 (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator attribute) METRIC_ROUGE_L (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator attribute) METRIC_SEMANTIC_COVERAGE (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) METRIC_SEMANTICALLY_APPROPRIATE (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) METRIC_SEVERE_TOXICITY (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_SPECIFIC (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) METRIC_THREAT (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_TN (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator attribute) METRIC_TOXICITY (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator attribute) METRIC_TP (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator attribute) METRIC_UNDERSTANDABILITY (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) MetricMeta (class in h2o_sonar.lib.api.commons) metrics_meta() (h2o_sonar.lib.api.explainers.Explainer class method) MetricsMeta (class in h2o_sonar.lib.api.commons) mime (h2o_sonar.lib.api.formats.CsvFormatCustomExplanationFormat attribute) (h2o_sonar.lib.api.formats.CustomArchiveZipFormat attribute) (h2o_sonar.lib.api.formats.CustomCsvFormat attribute) (h2o_sonar.lib.api.formats.CustomJsonFormat attribute) (h2o_sonar.lib.api.formats.DatatableCustomExplanationFormat attribute) (h2o_sonar.lib.api.formats.DiaTextFormat attribute) (h2o_sonar.lib.api.formats.DocxFormat attribute) (h2o_sonar.lib.api.formats.EvalStudioMarkdownFormat attribute) (h2o_sonar.lib.api.formats.ExplanationFormat attribute) (h2o_sonar.lib.api.formats.Global3dDataJSonCsvFormat attribute) (h2o_sonar.lib.api.formats.Global3dDataJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonCsvFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat attribute) (h2o_sonar.lib.api.formats.HtmlFormat attribute) (h2o_sonar.lib.api.formats.IceCsvFormat attribute) (h2o_sonar.lib.api.formats.IceDatatableFormat attribute) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat attribute) (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat attribute) (h2o_sonar.lib.api.formats.LlmLeaderboardJSonFormat attribute) (h2o_sonar.lib.api.formats.LocalDtJSonFormat attribute) (h2o_sonar.lib.api.formats.LocalFeatImpDatatableFormat attribute) (h2o_sonar.lib.api.formats.LocalFeatImpJSonDatatableFormat attribute) (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat attribute) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat attribute) (h2o_sonar.lib.api.formats.LocalOnDemandHtmlFormat attribute) (h2o_sonar.lib.api.formats.LocalOnDemandTextFormat attribute) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat attribute) (h2o_sonar.lib.api.formats.MarkdownFormat attribute) (h2o_sonar.lib.api.formats.ModelValidationResultArchiveFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat attribute) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat attribute) (h2o_sonar.lib.api.formats.SaTextFormat attribute) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat attribute) (h2o_sonar.lib.api.formats.TextFormat attribute) (h2o_sonar.lib.api.formats.WorkDirArchiveZipFormat attribute) MIME_CSV (h2o_sonar.lib.api.commons.MimeType attribute) MIME_DATATABLE (h2o_sonar.lib.api.commons.MimeType attribute) MIME_DOCX (h2o_sonar.lib.api.commons.MimeType attribute) MIME_EVALSTUDIO_MARKDOWN (h2o_sonar.lib.api.commons.MimeType attribute) MIME_HTML (h2o_sonar.lib.api.commons.MimeType attribute) MIME_IMAGE (h2o_sonar.lib.api.commons.MimeType attribute) MIME_JPG (h2o_sonar.lib.api.commons.MimeType attribute) MIME_JSON (h2o_sonar.lib.api.commons.MimeType attribute) MIME_JSON_CSV (h2o_sonar.lib.api.commons.MimeType attribute) MIME_JSON_DATATABLE (h2o_sonar.lib.api.commons.MimeType attribute) MIME_MARKDOWN (h2o_sonar.lib.api.commons.MimeType attribute) MIME_MODEL_PIPELINE (h2o_sonar.lib.api.commons.MimeType attribute) MIME_PDF (h2o_sonar.lib.api.commons.MimeType attribute)

MIME_PNG (h2o_sonar.lib.api.commons.MimeType attribute) MIME_SVG (h2o_sonar.lib.api.commons.MimeType attribute) MIME_TEXT (h2o_sonar.lib.api.commons.MimeType attribute) MIME_ZIP (h2o_sonar.lib.api.commons.MimeType attribute) MimeType (class in h2o_sonar.lib.api.commons) MIN_BACKOFF_SECS (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx attribute) min_max_new_tokens (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) MINIMAL_HTML (h2o_sonar.lib.api.formats.HtmlFormat attribute) mirorstat (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) mirorstat_eta (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) mirorstat_tau (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) MISSING_VALUES (h2o_sonar.methods.core.method.Method attribute) MLI (h2o_sonar.methods.utils.histogram.HistogramBackend attribute) mli_ice_explanation_to_json() (h2o_sonar.lib.api.formats.IceJsonDatatableFormat class method) mli_key (h2o_sonar.lib.api.explainers.Explainer attribute) MLI_KEY (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) mli_key (h2o_sonar.lib.api.persistences.InterpretationPersistence property) mli_nlp_append_to_english_stop_words (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_max_df (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_max_ngram (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_min_df (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_min_ngram (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_min_token_mode (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_stop_words (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_surrogate_tokenizer (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_surrogate_tokens (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_tokenizer (h2o_sonar.config.H2oSonarConfig attribute) mli_nlp_use_stop_words (h2o_sonar.config.H2oSonarConfig attribute) mli_num_quantiles (h2o_sonar.config.H2oSonarConfig attribute) mli_sample (h2o_sonar.config.H2oSonarConfig attribute) mli_sample_size (h2o_sonar.config.H2oSonarConfig attribute) MliError MliJsonDeserializationError MliJsonSerializationError MliNotFoundError MliPredictMethodError MliTypeError MliUnsupportedDataFormatError MliUnsupportedError MliUnsupportedOperationError mock (h2o_sonar.lib.api.models.ExplainableModelType attribute) model (h2o_sonar.lib.api.explainers.Explainer attribute) model_api (h2o_sonar.lib.api.explainers.Explainer attribute) model_arn (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) model_id (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) model_lifecycle_status (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) model_meta (h2o_sonar.lib.api.explainers.Explainer attribute) model_name (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) MODEL_SPEC_AUTO (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) MODEL_SPEC_COL (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) MODEL_SPEC_COL_OPT_E (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) MODEL_SPEC_COL_OPT_N (h2o_sonar.lib.integrations.genai.H2oGpteRagClient attribute) ModelApi (class in h2o_sonar.lib.api.models) models (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) ModelTypeExplanation (class in h2o_sonar.lib.api.commons) ModelValidationResultArchiveFormat (class in h2o_sonar.lib.api.formats) ModelVendor (class in h2o_sonar.lib.api.models) module h2o_sonar h2o_sonar.config h2o_sonar.errors h2o_sonar.evaluators.abc_byop_evaluator h2o_sonar.evaluators.bleu_evaluator h2o_sonar.evaluators.classification_evaluator h2o_sonar.evaluators.contact_information_byop_evaluator h2o_sonar.evaluators.fairness_bias_evaluator h2o_sonar.evaluators.gptscore_evaluator h2o_sonar.evaluators.gptscore_machine_translation_evaluator h2o_sonar.evaluators.gptscore_question_answering_evaluator h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator h2o_sonar.evaluators.language_mismatch_byop_evaluator h2o_sonar.evaluators.parameterizable_byop_evaluator h2o_sonar.evaluators.perplexity_evaluator h2o_sonar.evaluators.pii_leakage_evaluator h2o_sonar.evaluators.rag_answer_correctness_evaluator h2o_sonar.evaluators.rag_answer_relevancy_evaluator h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator h2o_sonar.evaluators.rag_answer_similarity_evaluator h2o_sonar.evaluators.rag_chunk_relevancy_evaluator h2o_sonar.evaluators.rag_context_precision_evaluator h2o_sonar.evaluators.rag_context_recall_evaluator h2o_sonar.evaluators.rag_context_relevancy_evaluator h2o_sonar.evaluators.rag_faithfulness_evaluator h2o_sonar.evaluators.rag_groundedness_evaluator h2o_sonar.evaluators.rag_hallucination_evaluator h2o_sonar.evaluators.rag_ragas_evaluator h2o_sonar.evaluators.rag_tokens_presence_evaluator h2o_sonar.evaluators.rouge_evaluator h2o_sonar.evaluators.sensitive_data_leakage_evaluator h2o_sonar.evaluators.sexism_byop_evaluator h2o_sonar.evaluators.stereotype_byop_evaluator h2o_sonar.evaluators.summarization_byop_evaluator h2o_sonar.evaluators.summarization_evaluator h2o_sonar.evaluators.toxicity_evaluator h2o_sonar.explainers.adversarial_similarity_explainer h2o_sonar.explainers.backtesting_explainer h2o_sonar.explainers.calibration_score_explainer h2o_sonar.explainers.dataset_and_model_insights_explainer h2o_sonar.explainers.dia_explainer h2o_sonar.explainers.drift_explainer h2o_sonar.explainers.dt_surrogate_explainer h2o_sonar.explainers.fi_kernel_shap_explainer h2o_sonar.explainers.fi_naive_shapley_explainer h2o_sonar.explainers.friedman_h_statistic_explainer h2o_sonar.explainers.morris_sa_explainer h2o_sonar.explainers.pd_2_features_explainer h2o_sonar.explainers.pd_ice_explainer h2o_sonar.explainers.residual_dt_surrogate_explainer h2o_sonar.explainers.residual_pd_ice_explainer h2o_sonar.explainers.segment_performance_explainer h2o_sonar.explainers.size_dependency_explainer h2o_sonar.explainers.summary_shap_explainer h2o_sonar.explainers.transformed_fi_shapley_explainer h2o_sonar.h2o_sonar_cli h2o_sonar.interpret h2o_sonar.lib h2o_sonar.lib.api h2o_sonar.lib.api.commons h2o_sonar.lib.api.datasets h2o_sonar.lib.api.explainers h2o_sonar.lib.api.explanations h2o_sonar.lib.api.formats h2o_sonar.lib.api.interpretations h2o_sonar.lib.api.judges h2o_sonar.lib.api.models h2o_sonar.lib.api.persistences h2o_sonar.lib.api.plots h2o_sonar.lib.api.problems h2o_sonar.lib.api.results h2o_sonar.lib.container h2o_sonar.lib.container.explainer_container h2o_sonar.lib.integrations h2o_sonar.lib.integrations.genai h2o_sonar.lib.integrations.mv_adapter h2o_sonar.lib.integrations.ragas_adapter h2o_sonar.loggers h2o_sonar.methods h2o_sonar.methods.core h2o_sonar.methods.core.method h2o_sonar.methods.core.stats h2o_sonar.methods.utils h2o_sonar.methods.utils.fairness_utils h2o_sonar.methods.utils.h2o_utils h2o_sonar.methods.utils.histogram h2o_sonar.utils h2o_sonar.utils.binning h2o_sonar.utils.caching h2o_sonar.utils.crypto h2o_sonar.utils.io h2o_sonar.utils.normalization h2o_sonar.utils.perturbations h2o_sonar.utils.preprocessing h2o_sonar.utils.problem_detection h2o_sonar.utils.sampling h2o_sonar.utils.sanitization h2o_sonar.utils.testing h2o_sonar.version MorrisSensitivityAnalysisExplainer (class in h2o_sonar.explainers.morris_sa_explainer) MP_START_METHOD_FORK (h2o_sonar.config.H2oSonarConfig attribute) MP_START_METHOD_FORKSERVER (h2o_sonar.config.H2oSonarConfig attribute) MP_START_METHOD_SPAWN (h2o_sonar.config.H2oSonarConfig attribute) MsAzureOpenAiLlmClient (class in h2o_sonar.lib.integrations.genai) MultiColumnLabelEncoderAbc (class in h2o_sonar.utils.preprocessing) multilist (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) multinomial (h2o_sonar.lib.api.commons.ExperimentType attribute) MV_PYTHON_MODULE_NAME (h2o_sonar.lib.integrations.mv_adapter.ExplainerToMvTestAdapter attribute) MvResultJSonEncoder (class in h2o_sonar.lib.integrations.mv_adapter) MvResultPersistence (class in h2o_sonar.lib.integrations.mv_adapter)

N

NaiveShapleyMojoFeatureImportanceExplainer (class in h2o_sonar.explainers.fi_naive_shapley_explainer) name (h2o_sonar.lib.integrations.genai.AmazonBedrockKnowledgeBase attribute) NAN (h2o_sonar.lib.api.commons.SafeJavaScript attribute) NanEncoder (class in h2o_sonar.lib.api.persistences) NEG_INF (h2o_sonar.lib.api.commons.SafeJavaScript attribute) no_problem (h2o_sonar.lib.api.interpretations.OverallResult attribute) NoDatasetSampling (class in h2o_sonar.utils.sampling) normalize() (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer method) normalize_data() (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) normalize_importance() (in module h2o_sonar.utils.normalization) normalize_scatter_plot() (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer static method)

normalize_shapleys_to_dt_gom() (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) normalize_to_gom() (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer method) normalize_to_md_list() (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer static method) normalize_to_sorted_list() (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer static method) num_ctx (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) num_labels (h2o_sonar.lib.api.models.ExplainableModelMeta property) num_predict (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) NUMCAT_NUM_CHART (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) NUMCAT_THRESHOLD (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) numeric_features (h2o_sonar.methods.core.method.FeaturesMetadata property)

O

OLLAMA (h2o_sonar.config.ConnectionConfigType attribute) ollama (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) OllamaClient (class in h2o_sonar.lib.integrations.genai) OllamaClient.TypedOllamaConfigDict (class in h2o_sonar.lib.integrations.genai) OnDemandExplainKey (class in h2o_sonar.lib.api.explainers) OnDemandExplainMethod (class in h2o_sonar.lib.api.explainers) OPENAI_CHAT (h2o_sonar.config.ConnectionConfigType attribute) openai_llm (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) OPENAI_RAG (h2o_sonar.config.ConnectionConfigType attribute) openai_rag (h2o_sonar.config.EvaluationJudgeType attribute) (h2o_sonar.lib.api.models.ExplainableModelType attribute) OpenAiAssistantsRagClient (in module h2o_sonar.lib.integrations.genai) OpenAiAssistantsRagClientVersion1 (class in h2o_sonar.lib.integrations.genai) OpenAiAssistantsRagClientVersion2 (class in h2o_sonar.lib.integrations.genai) OpenAiLlmClient (class in h2o_sonar.lib.integrations.genai) OpenAiRagModel (class in h2o_sonar.lib.api.models) opensearchserverless (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) OPT_BIN_1_CLASS (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer attribute)

OPT_BIN_STRATEGY_QUANTILE (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) OPT_BIN_STRATEGY_UNIFORM (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) OPT_CLASS (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_DRILL_CAT_VALUES (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) OPT_DRILL_SKIP_CAT (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) OPT_FEATURE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_ICE_1_FRAME_ENABLED (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) opt_import_err_msg() (h2o_sonar.methods.core.method.Method static method) (in module h2o_sonar.lib.api.commons) OPT_INHERIT (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_MERGE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_MODEL_FI (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) OPT_PER_INTERPRETATION_LOGGER (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer attribute) OPT_REPLACE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_REQUEST (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) OPT_SPLIT_TYPE_AUTO (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) OPT_SPLIT_TYPE_CUSTOM (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) options (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) OPTScorer (class in h2o_sonar.evaluators.gptscore_evaluator) output_modalities (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) overall_result (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) OverallResult (class in h2o_sonar.lib.api.interpretations)

P

P0100_DATA (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) P0200_MODEL (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) P0300_PRIVACY (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) P0400_SAFETY (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) p_value (h2o_sonar.methods.core.stats.KolmogorovSmirnovResult attribute) p_value_method (h2o_sonar.methods.core.stats.KolmogorovSmirnovResult attribute) pairwise_distances_wrapper() (in module h2o_sonar.evaluators.summarization_evaluator) PARALLEL_RUN (h2o_sonar.utils.testing.TestLab attribute) ParallelExplainerExecutor (class in h2o_sonar.lib.container.explainer_container) ParallelExplainerExecutor.PriorityQueues (class in h2o_sonar.lib.container.explainer_container) Param (class in h2o_sonar.lib.api.commons) PARAM_BIN_STRATEGY (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) PARAM_CAT_ENCODING (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_CENTER (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_CUSTOM_DATES (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_CUT_OFF (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_DATASET (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_DEBUG_RESIDUALS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_DEBUG_RESIDUALS_CLASS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_DRIFT_THRESHOLD (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer attribute) PARAM_DRILLDOWN_CHARTS (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) PARAM_DROP_COLS (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer attribute) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_DT_DEPTH (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_EVAL_GPT_SCORE_MODEL (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator attribute) PARAM_EVAL_RC (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator attribute) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator attribute) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator attribute) PARAM_FAST_APPROX (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) PARAM_FEATURE_NAME (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_FEATURE_SUMMARIES (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_FEATURES (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_FEATURES_NUMBER (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) PARAM_FORECAST_PERIOD_UNIT (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_GRID_RESOLUTION (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_HISTOGRAMS (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_JUDGE_HOST (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) PARAM_JUDGE_MODEL (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator attribute) PARAM_L1 (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) PARAM_LEAKAGE_WARN_THRESHOLD (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.morris_sa_explainer.MorrisSensitivityAnalysisExplainer attribute) PARAM_MAX_CARD (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_MAX_FEATURES (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) PARAM_MAXIMIZE_METRIC (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_MAXRUNTIME (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) PARAM_MIN_CARD (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_MODEL (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_MODELS (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_NAME (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_NFOLDS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_NSAMPLE (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer attribute) PARAM_NUM_CARD (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_NUMBER_OF_BINS (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) PARAM_NUMBER_OF_FORECAST_PERIODS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_NUMBER_OF_SPLITS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) PARAM_NUMBER_OF_TRAINING_PERIODS (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_NUMCAT_NUM_CHART (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_NUMCAT_THRESHOLD (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_OOR_GRID_RESOLUTION (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_PLOT_TYPE (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) PARAM_PRECISION (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) PARAM_PREDICTION_COL (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_QBIN_COLS (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_QBIN_COUNT (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer attribute) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer attribute) PARAM_QTILE_BINS (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_QTILE_GRID_RESOLUTION (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_RESULTS_LOCATION (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_SAMPLE_NUM_ROWS (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_SAMPLE_SIZE (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) PARAM_SHAPLEY_VALUES (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) PARAM_SORT_BINS (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer attribute) PARAM_SPLIT_TYPE (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_TARGET_COL (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_TESTSET (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_TIME_COLUMN (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) PARAM_TRAINING_PERIOD_UNIT (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) PARAM_USE_HOLDOUT_PREDS (h2o_sonar.explainers.dia_explainer.DiaExplainer attribute) PARAM_USE_RAW_FEATURES (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_USED_FEATURES (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_VALIDSET (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_WEIGHT_COL (h2o_sonar.lib.api.commons.CommonInterpretationParams attribute) PARAM_WORKER (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer attribute) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer attribute) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute)

PARAM_WORKER_CLEANUP (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer attribute) PARAM_X_RESOLUTION (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) ParameterizableByopEvaluator (class in h2o_sonar.evaluators.parameterizable_byop_evaluator) parameters (h2o_sonar.lib.api.explainers.ExplainerArgs attribute) parameters() (h2o_sonar.lib.api.explainers.Explainer class method) params (h2o_sonar.lib.api.explainers.Explainer attribute) params() (h2o_sonar.lib.api.explainers.ExplainerResult method) (h2o_sonar.lib.api.results.DiaResult method) PARAMS_SOURCE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) ParamType (class in h2o_sonar.lib.api.commons) PARENT (h2o_sonar.evaluators.gptscore_machine_translation_evaluator.GptScoreMachineTranslationEvaluator attribute) (h2o_sonar.evaluators.gptscore_question_answering_evaluator.GptScoreQuestionAnsweringEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_with_reference_evaluator.GptScoreSummaryWithReferenceEvaluator attribute) (h2o_sonar.evaluators.gptscore_summary_without_reference_evaluator.GptScoreSummaryWithoutReferenceEvaluator attribute) parse_string_handle() (h2o_sonar.lib.api.commons.ResourceHandle static method) PartialDependenceCsvFormat (class in h2o_sonar.lib.api.formats) PartialDependenceDatatableFormat (class in h2o_sonar.lib.api.formats) PartialDependenceJSonFormat (class in h2o_sonar.lib.api.formats) path_to_internal() (h2o_sonar.lib.api.persistences.Persistence method) pdf_format (h2o_sonar.lib.api.interpretations.Interpretation attribute) PdfInterpretationFormat (class in h2o_sonar.lib.api.interpretations) PdFor2FeaturesArgs (class in h2o_sonar.explainers.pd_2_features_explainer) PdFor2FeaturesExplainer (class in h2o_sonar.explainers.pd_2_features_explainer) PdIceArgs (class in h2o_sonar.explainers.pd_ice_explainer) PdIceExplainer (class in h2o_sonar.explainers.pd_ice_explainer) PdResult (class in h2o_sonar.lib.api.results) PerplexityEvaluator (class in h2o_sonar.evaluators.perplexity_evaluator) Persistence (class in h2o_sonar.lib.api.persistences) persistence (h2o_sonar.lib.api.explainers.Explainer attribute) (h2o_sonar.lib.api.explainers.ExplainerResult attribute) (h2o_sonar.lib.api.interpretations.Interpretation attribute) persistence_type (h2o_sonar.lib.container.explainer_container.ExplainerContainer attribute) PersistenceApi (class in h2o_sonar.lib.api.persistences) PersistenceDataType (class in h2o_sonar.lib.api.persistences) PersistenceType (class in h2o_sonar.lib.api.persistences) perturb() (h2o_sonar.utils.perturbations.Perturbator method) (h2o_sonar.utils.testing.RagTestCaseConfig method) (h2o_sonar.utils.testing.RagTestSuiteConfig method) PerturbationIntensity (class in h2o_sonar.lib.api.commons) Perturbator (class in h2o_sonar.utils.perturbations) perturbator_id() (h2o_sonar.utils.perturbations.Perturbator class method) PerturbatorDescriptor (class in h2o_sonar.utils.perturbations) PerturbatorRegistry (class in h2o_sonar.utils.perturbations) perturbators (h2o_sonar.utils.perturbations.PerturbatorRegistry attribute) PerturbatorToRun (class in h2o_sonar.lib.api.commons) PickleFileModel (class in h2o_sonar.lib.api.models) PiiLeakageEvaluator (class in h2o_sonar.evaluators.pii_leakage_evaluator) plot() (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer.Result method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer.Result method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer.Result method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer.Result method) (h2o_sonar.lib.api.explainers.ExplainerResult method) (h2o_sonar.lib.api.plots.Data3dPlot static method) (h2o_sonar.lib.api.plots.ScatterFeatImpPlot static method) (h2o_sonar.lib.api.results.Data3dResult method) (h2o_sonar.lib.api.results.DiaResult method) (h2o_sonar.lib.api.results.DtResult method) (h2o_sonar.lib.api.results.FeatureImportanceResult method) (h2o_sonar.lib.api.results.LeaderboardResult method) (h2o_sonar.lib.api.results.PdResult method) (h2o_sonar.lib.api.results.SummaryShapResult method) (h2o_sonar.lib.api.results.TemplateResult method) PLOT_TITLE (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer attribute) PLOT_TYPE_CONTOUR (h2o_sonar.lib.api.plots.Data3dPlot attribute) PLOT_TYPE_HEATMAP (h2o_sonar.lib.api.plots.Data3dPlot attribute) PLOT_TYPE_SURFACE (h2o_sonar.lib.api.plots.Data3dPlot attribute) PLOT_TYPES (h2o_sonar.lib.api.plots.Data3dPlot attribute) port_float() (in module h2o_sonar.lib.api.commons) positive_label_of_interest (h2o_sonar.lib.api.models.ExplainableModelMeta property) pre_prompt_query (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) pre_prompt_summary (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) predict() (h2o_sonar.lib.api.explainers.SurrogateExplainer method) (h2o_sonar.lib.api.models.ExplainableModel method) (h2o_sonar.lib.api.models.ScikitLearnModel method) (h2o_sonar.lib.api.models.TransformedFeaturesModel method) predict_datatable() (h2o_sonar.lib.api.models.ExplainableModel method) predict_pandas() (h2o_sonar.lib.api.models.ExplainableModel method) PREFIX_CLASS (h2o_sonar.lib.api.models.DriverlessAiModel attribute) PREFIX_CONTRIB (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) PREFIX_INTERNAL_STORE (h2o_sonar.lib.api.persistences.Persistence attribute) PREFIX_KEY (h2o_sonar.utils.testing.LlmHostPromptCache attribute) PREFIX_SHAPLEY_COLS (h2o_sonar.lib.api.models.DriverlessAiModel attribute) preprocess_h2o3_data() (in module h2o_sonar.methods.utils.h2o_utils) priority() (h2o_sonar.lib.api.explainers.Explainer class method) ProblemAndAction (class in h2o_sonar.lib.api.problems) ProblemCode (class in h2o_sonar.lib.api.problems) problems (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) problems_for_bool_leaderboard() (in module h2o_sonar.lib.api.problems) problems_for_cls_leaderboard() (in module h2o_sonar.lib.api.problems) problems_for_heat_leaderboard() (in module h2o_sonar.lib.api.problems) ProblemSeverity (class in h2o_sonar.lib.api.problems) ProductLicenseConfig (class in h2o_sonar.config) progress (h2o_sonar.lib.api.interpretations.Interpretation attribute) PROGRESS_MAX (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) progress_message (h2o_sonar.lib.api.interpretations.Interpretation attribute) PROGRESS_MIN (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer attribute) prompt (h2o_sonar.lib.integrations.genai.LlmHostClient.LlmRagAnswer attribute) prompt_query (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) prompt_summary (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) prompt_template_id (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) PROMPT_TEMPLATE_PARAM (h2o_sonar.evaluators.parameterizable_byop_evaluator.ParameterizableByopEvaluator attribute) provider_name (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) PUNCTUATION (h2o_sonar.utils.perturbations.AbcSynAntPerturbator attribute) purge() (h2o_sonar.utils.testing.RagTestLab method) purge_collections() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.RagClient method) purge_uploaded_docs() (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient method) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion1 method) (h2o_sonar.lib.integrations.genai.OpenAiAssistantsRagClientVersion2 method) (h2o_sonar.lib.integrations.genai.RagClient method) purpose_image (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context attribute) purpose_representative (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context attribute) purposes_w_repre (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat.Context attribute) put() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.LlmHostPromptCache method)

Q

qbin_column() (in module h2o_sonar.utils.binning) qtile_binning_features (h2o_sonar.methods.core.method.FeaturesMetadata property)

quantile_bin() (in module h2o_sonar.utils.binning) QwertyPerturbator (class in h2o_sonar.utils.perturbations)

R

r_squared() (in module h2o_sonar.methods.utils.fairness_utils) RAG (h2o_sonar.lib.api.commons.LlmModelHostType attribute) (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) rag_config (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) RagAnswerRelevancyNoJudgeEvaluator (class in h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator) RagasEvaluator (class in h2o_sonar.evaluators.rag_ragas_evaluator) RagChunkRetrievalMethod (class in h2o_sonar.lib.integrations.genai) RagClient (class in h2o_sonar.lib.integrations.genai) RagClientEvaluationJudge (class in h2o_sonar.lib.api.judges) RagGroundednessEvaluator (class in h2o_sonar.evaluators.rag_groundedness_evaluator) RagHallucinationEvaluator (class in h2o_sonar.evaluators.rag_hallucination_evaluator) RagStrStrEvaluator (class in h2o_sonar.evaluators.rag_tokens_presence_evaluator) RagTestCaseConfig (class in h2o_sonar.utils.testing) RagTestConfig (class in h2o_sonar.utils.testing) RagTestLab (class in h2o_sonar.utils.testing) RagTestLabPromptCache (class in h2o_sonar.utils.testing) RagTestSuiteConfig (class in h2o_sonar.utils.testing) raise_opt_import_err() (in module h2o_sonar.lib.api.commons) RandomCharacterDeletePerturbator (class in h2o_sonar.utils.perturbations) RandomCharacterInsertPerturbator (class in h2o_sonar.utils.perturbations) RandomCharacterReplacementPerturbator (class in h2o_sonar.utils.perturbations) RandomOCRCharacterPerturbator (class in h2o_sonar.utils.perturbations) RandomPandasDatasetSampling (class in h2o_sonar.utils.sampling) raw (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) REFRESH_TOKEN (h2o_sonar.config.TokenUseType attribute) register() (h2o_sonar.lib.api.explainers.ExplainerRegistry method) (h2o_sonar.utils.perturbations.PerturbatorRegistry method) register_configured_explainers() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) register_container_type() (h2o_sonar.lib.container.explainer_container.ContainerRegistry class method) register_explainer() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (in module h2o_sonar.interpret) register_explainer_result() (h2o_sonar.lib.api.interpretations.Interpretation method) register_ootb_explainers() (in module h2o_sonar.lib.container.explainer_container) register_ootb_perturbators() (in module h2o_sonar.utils.perturbations) registry() (h2o_sonar.lib.api.explainers.ExplainerRegistry class method) (h2o_sonar.lib.container.explainer_container.ContainerRegistry class method) (h2o_sonar.utils.perturbations.PerturbatorRegistry class method) regression (h2o_sonar.lib.api.commons.ExperimentType attribute) reinitialize() (h2o_sonar.utils.testing.RagTestLabPromptCache method) remove_duplicate_insights() (h2o_sonar.lib.api.interpretations.InterpretationResult method) RenderingError repeat_last_n (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) repeat_penalty (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) repetition_penalty (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute)

report_progress() (h2o_sonar.lib.api.explainers.Explainer method) requires_model() (h2o_sonar.lib.api.explainers.Explainer class method) REQUIRES_PREDICT (h2o_sonar.lib.api.commons.ExplainerFilter attribute) requires_predict_method() (h2o_sonar.lib.api.explainers.Explainer class method) requires_preloaded_predictor() (h2o_sonar.lib.api.explainers.Explainer class method) reset() (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx method) ResidualDecisionTreeSurrogateExplainer (class in h2o_sonar.explainers.residual_dt_surrogate_explainer) ResidualPdIceExplainer (class in h2o_sonar.explainers.residual_pd_ice_explainer) resolve_container() (h2o_sonar.lib.container.explainer_container.ContainerRegistry method) (in module h2o_sonar.interpret) resolve_encryption_key() (in module h2o_sonar.utils.crypto) resolve_gpu_cpu_device() (h2o_sonar.config.H2oSonarConfig method) resolve_local_paging_args() (h2o_sonar.lib.api.explainers.ExplainerArgs static method) resolve_mli_path() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) resolve_model_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) resolve_params() (h2o_sonar.explainers.dia_explainer.DiaArgs method) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesArgs method) (h2o_sonar.explainers.pd_ice_explainer.PdIceArgs method) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyArgs method) (h2o_sonar.lib.api.explainers.ExplainerArgs method) ResourceHandle (class in h2o_sonar.lib.api.commons) ResourceLocatorType (class in h2o_sonar.lib.api.commons) response_streaming_supported (h2o_sonar.lib.integrations.genai.AmazonBedrockFoundationModel attribute) RESULT_FILE_CSV (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer attribute) RESULT_FILE_JSON (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer attribute) ResultValueError retry() (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx method) rm_base_dir() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) rm_dir() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) rm_explainer_dir() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) RobustEncoder (class in h2o_sonar.lib.api.persistences) root_mean_squared_error() (in module h2o_sonar.methods.utils.fairness_utils) RougeEvaluator (class in h2o_sonar.evaluators.rouge_evaluator) ROW (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) run() (h2o_sonar.lib.container.explainer_container.SequentialExplainerExecutor method) run_explain() (h2o_sonar.lib.api.explainers.Explainer method) run_explain_global() (h2o_sonar.lib.api.explainers.Explainer method) run_explain_local() (h2o_sonar.lib.api.explainers.Explainer method) run_fit() (h2o_sonar.lib.api.explainers.Explainer method) run_interpretation() (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (in module h2o_sonar.interpret) run_predict() (h2o_sonar.lib.api.explainers.SurrogateExplainer method) RUNNING (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute)

S

S0400_MODEL_BYPASS (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) S0500_EXFILTRATION (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) S0600_DATA_POISONING (h2o_sonar.lib.api.problems.AVIDProblemCode attribute) s3 (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) s3_resource (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) safe_name() (h2o_sonar.lib.api.persistences.Persistence static method) safe_plot_names() (in module h2o_sonar.lib.api.plots) SafeJavaScript (class in h2o_sonar.lib.api.commons) same_distribution (h2o_sonar.methods.core.stats.KolmogorovSmirnovResult attribute) sample_dataset() (h2o_sonar.utils.sampling.DatasetSampler method) (h2o_sonar.utils.sampling.HeadOfDatasetSampling method) (h2o_sonar.utils.sampling.NoDatasetSampling method) (h2o_sonar.utils.sampling.RandomPandasDatasetSampling method) (h2o_sonar.utils.sampling.StratifiedDatasetSampling method) SAMPLE_SIZE (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) SanitizationMap (class in h2o_sonar.utils.sanitization) sanitize_frame() (in module h2o_sonar.utils.sanitization) sanitize_markdown() (in module h2o_sonar.utils.sanitization) sanitize_names() (in module h2o_sonar.utils.sanitization) sanitize_strings() (in module h2o_sonar.utils.sanitization) sanitize_value() (h2o_sonar.utils.sanitization.SanitizationMap static method) SaTextFormat (class in h2o_sonar.lib.api.formats) save() (h2o_sonar.config.H2oSonarConfig method) (h2o_sonar.lib.api.explainers.Explainer method) (h2o_sonar.lib.api.explainers.ExplainerRegistry method) (h2o_sonar.lib.api.models.ExplainableModel method) (h2o_sonar.lib.api.models.TransformedFeaturesModel method) (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) save_as_html() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) save_as_json() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) (h2o_sonar.utils.testing.RagTestSuiteConfig method) (h2o_sonar.utils.testing.TestLab method) save_as_pdf() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) save_common_params() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) save_descriptor() (h2o_sonar.lib.api.explainers.Explainer static method) save_experiment_type_hints() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) save_insights() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) save_json() (h2o_sonar.lib.api.persistences.ExplainerPersistence static method) (h2o_sonar.lib.api.persistences.FilesystemPersistence static method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.JsonPersistableExplanations method) save_message_entity() (h2o_sonar.lib.api.persistences.InterpretationPersistence method) save_problems() (h2o_sonar.lib.api.persistences.ExplainerPersistence method) save_to_json() (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) ScatterFeatImpPlot (class in h2o_sonar.lib.api.plots) SCHEDULED (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) scikit_learn (h2o_sonar.lib.api.models.ExplainableModelType attribute) ScikitLearnModel (class in h2o_sonar.lib.api.models) SCOPE_GLOBAL (h2o_sonar.lib.api.formats.ExplanationFormat attribute) SCOPE_LOCAL (h2o_sonar.lib.api.formats.ExplanationFormat attribute) score() (h2o_sonar.evaluators.gptscore_evaluator.FLANScorer method) (h2o_sonar.evaluators.gptscore_evaluator.OPTScorer method) SECRET (h2o_sonar.config.TokenUseType attribute) SEED (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeConstants attribute) seed (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) segment_calc() (in module h2o_sonar.evaluators.summarization_evaluator) SegmentPerformanceExplainer (class in h2o_sonar.explainers.segment_performance_explainer) SegmentPerformanceExplainer.Result (class in h2o_sonar.explainers.segment_performance_explainer) self_reflection_config (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) SemVer (class in h2o_sonar.lib.api.commons) SensitiveDataLeakageEvaluator (class in h2o_sonar.evaluators.sensitive_data_leakage_evaluator) SEQUENTIAL_RUN (h2o_sonar.utils.testing.TestLab attribute) SequentialExplainerExecutor (class in h2o_sonar.lib.container.explainer_container) serialize_data_file() (h2o_sonar.lib.api.formats.GlobalDtJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat static method) serialize_index_file() (h2o_sonar.lib.api.formats.Global3dDataJSonCsvFormat static method) (h2o_sonar.lib.api.formats.Global3dDataJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonCsvFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat static method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat static method) (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat static method) (h2o_sonar.lib.api.formats.LocalDtJSonFormat static method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonDatatableFormat static method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat static method) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat static method) serialize_on_demand_index_file() (h2o_sonar.lib.api.formats.IceJsonDatatableFormat static method) (h2o_sonar.lib.api.formats.LocalDtJSonFormat static method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat static method) SERVICE (h2o_sonar.lib.api.commons.LlmModelHostType attribute) set() (h2o_sonar.methods.core.method.FeaturesMetadata method) set_index_commons() (h2o_sonar.lib.api.formats.TextCustomExplanationFormat static method) set_merge_status() (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat class method) set_on_demand() (h2o_sonar.lib.api.formats.LocalOnDemandHtmlFormat method) (h2o_sonar.lib.api.formats.TextCustomExplanationFormat method) set_progress() (h2o_sonar.lib.api.interpretations.Interpretation method) set_target_dir() (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence method) set_test_dir_name() (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence method) set_threshold() (h2o_sonar.lib.api.commons.MetricsMeta method) setLevel() (in module h2o_sonar.loggers) setup() (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator method) (h2o_sonar.evaluators.bleu_evaluator.BleuEvaluator method) (h2o_sonar.evaluators.classification_evaluator.ClassificationEvaluator method) (h2o_sonar.evaluators.fairness_bias_evaluator.FairnessBiasEvaluator method) (h2o_sonar.evaluators.gptscore_evaluator.GptScoreEvaluator method) (h2o_sonar.evaluators.perplexity_evaluator.PerplexityEvaluator method) (h2o_sonar.evaluators.pii_leakage_evaluator.PiiLeakageEvaluator method) (h2o_sonar.evaluators.rag_answer_correctness_evaluator.AnswerCorrectnessEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_evaluator.AnswerRelevancyEvaluator method) (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator method) (h2o_sonar.evaluators.rag_answer_similarity_evaluator.AnswerSemanticSimilarityEvaluator method) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator method) (h2o_sonar.evaluators.rag_context_precision_evaluator.ContextPrecisionEvaluator method) (h2o_sonar.evaluators.rag_context_recall_evaluator.ContextRecallEvaluator method) (h2o_sonar.evaluators.rag_context_relevancy_evaluator.ContextRelevancyEvaluator method) (h2o_sonar.evaluators.rag_faithfulness_evaluator.FaithfulnessEvaluator method) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator method) (h2o_sonar.evaluators.rag_hallucination_evaluator.RagHallucinationEvaluator method) (h2o_sonar.evaluators.rag_ragas_evaluator.RagasEvaluator method) (h2o_sonar.evaluators.rag_tokens_presence_evaluator.RagStrStrEvaluator method) (h2o_sonar.evaluators.rouge_evaluator.RougeEvaluator method) (h2o_sonar.evaluators.sensitive_data_leakage_evaluator.SensitiveDataLeakageEvaluator method) (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) (h2o_sonar.evaluators.toxicity_evaluator.ToxicityEvaluator method) (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer method) (h2o_sonar.explainers.backtesting_explainer.BacktestingExplainer method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer method) (h2o_sonar.explainers.dataset_and_model_insights_explainer.DatasetAndModelInsightsExplainer method) (h2o_sonar.explainers.dia_explainer.DiaExplainer method) (h2o_sonar.explainers.drift_explainer.DriftDetectionExplainer method) (h2o_sonar.explainers.dt_surrogate_explainer.DecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.fi_kernel_shap_explainer.KernelShapFeatureImportanceExplainer method) (h2o_sonar.explainers.fi_naive_shapley_explainer.NaiveShapleyMojoFeatureImportanceExplainer method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer method) (h2o_sonar.explainers.morris_sa_explainer.MorrisSensitivityAnalysisExplainer method) (h2o_sonar.explainers.pd_2_features_explainer.PdFor2FeaturesExplainer method) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer method) (h2o_sonar.explainers.residual_dt_surrogate_explainer.ResidualDecisionTreeSurrogateExplainer method) (h2o_sonar.explainers.residual_pd_ice_explainer.ResidualPdIceExplainer method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer method) (h2o_sonar.explainers.size_dependency_explainer.SizeDependencyExplainer method) (h2o_sonar.explainers.summary_shap_explainer.SummaryShapleyExplainer method) (h2o_sonar.explainers.transformed_fi_shapley_explainer.ShapleyMojoTransformedFeatureImportanceExplainer method) (h2o_sonar.lib.api.explainers.Explainer method) (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer method) (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (h2o_sonar.lib.container.explainer_container.LocalExplainerContainer method) (h2o_sonar.lib.integrations.mv_adapter.ExplainerToMvTestAdapter method)

SexismByopEvaluator (class in h2o_sonar.evaluators.sexism_byop_evaluator) shapley_values() (h2o_sonar.lib.api.models.DriverlessAiModel method) (h2o_sonar.lib.api.models.ExplainableModel method) ShapleyMojoTransformedFeatureImportanceExplainer (class in h2o_sonar.explainers.transformed_fi_shapley_explainer) size() (h2o_sonar.lib.api.commons.MetricsMeta method) SizeDependencyExplainer (class in h2o_sonar.explainers.size_dependency_explainer) SKLEARN (h2o_sonar.lib.api.models.ModelVendor attribute) smd_multinomial() (in module h2o_sonar.methods.utils.fairness_utils) SonarFileLogger (class in h2o_sonar.loggers) SonarLogger (class in h2o_sonar.loggers) SonarPrintLogger (class in h2o_sonar.loggers) sort_data() (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat static method) split() (h2o_sonar.utils.testing.RagTestSuiteConfig method) split_full_type() (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence static method) split_sentences() (h2o_sonar.evaluators.rag_answer_relevancy_no_judge_evaluator.RagAnswerRelevancyNoJudgeEvaluator static method) (h2o_sonar.evaluators.rag_chunk_relevancy_evaluator.ContextChunkRelevancyEvaluator static method) (h2o_sonar.evaluators.rag_groundedness_evaluator.RagGroundednessEvaluator static method) (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator static method) split_to_shards() (h2o_sonar.utils.testing.RagTestLab method) split_to_shards_by_model() (h2o_sonar.utils.testing.RagTestLab method) squared_error() (in module h2o_sonar.methods.utils.fairness_utils) SRC_ANY (h2o_sonar.lib.api.explainers.ExplainerParam attribute) SRC_CONFIG_OVERRIDES (h2o_sonar.lib.api.explainers.ExplainerParam attribute) SRC_CONFIG_OVERRIDES_ERASE (h2o_sonar.lib.api.explainers.ExplainerParam attribute) SRC_EVALUATOR_PARAMS (h2o_sonar.lib.api.explainers.ExplainerParam attribute) SRC_EXPLAINER_PARAMS (h2o_sonar.lib.api.explainers.ExplainerParam attribute) start_h2o3() (in module h2o_sonar.methods.utils.h2o_utils) stat_llm_model_errors (h2o_sonar.utils.testing.RagTestLab attribute) stat_llm_model_request_duration (h2o_sonar.utils.testing.RagTestLab attribute) stat_llm_model_retries (h2o_sonar.utils.testing.RagTestLab attribute) stat_llm_model_success_count (h2o_sonar.utils.testing.RagTestLab attribute) stat_llm_model_timeouts (h2o_sonar.utils.testing.RagTestLab attribute) statistic (h2o_sonar.methods.core.stats.KolmogorovSmirnovResult attribute) stats() (h2o_sonar.utils.testing.RagTestLab method) status (h2o_sonar.lib.api.interpretations.Interpretation attribute) (h2o_sonar.lib.integrations.genai.AmazonBedrockKnowledgeBase attribute) StereotypeByopEvaluator (class in h2o_sonar.evaluators.stereotype_byop_evaluator) stop (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) str (h2o_sonar.lib.api.commons.EvaluatorParamType attribute) (h2o_sonar.lib.api.commons.ExplainerParamType attribute) (h2o_sonar.lib.api.commons.InterpretationParamType attribute) (h2o_sonar.lib.api.commons.ParamType attribute) str_key_to_dict() (h2o_sonar.utils.testing.LlmHostPromptCache static method) str_lines() (h2o_sonar.lib.container.explainer_container.DependencyTreeNode method) StratifiedDatasetSampling (class in h2o_sonar.utils.sampling) sts (h2o_sonar.lib.integrations.genai.AmazonBedrockRagClient attribute) success (h2o_sonar.evaluators.abc_byop_evaluator.AbcByopEvaluator.Classes attribute) SUCCESS (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) success() (h2o_sonar.lib.api.interpretations.ExplainerJob method) summac_faith_score1() (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) summac_faith_score2() (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) SummarizationByopEvaluator (class in h2o_sonar.evaluators.summarization_byop_evaluator) SummarizationEvaluator (class in h2o_sonar.evaluators.summarization_evaluator) summary() (h2o_sonar.explainers.adversarial_similarity_explainer.AdversarialSimilarityExplainer.Result method) (h2o_sonar.explainers.calibration_score_explainer.CalibrationScoreExplainer.Result method) (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer.Result method) (h2o_sonar.explainers.segment_performance_explainer.SegmentPerformanceExplainer.Result method) (h2o_sonar.lib.api.explainers.ExplainerResult method) summary_completeness_batch() (h2o_sonar.evaluators.summarization_evaluator.SummarizationEvaluator method) SummaryShapleyArgs (class in h2o_sonar.explainers.summary_shap_explainer) SummaryShapleyExplainer (class in h2o_sonar.explainers.summary_shap_explainer) SummaryShapResult (class in h2o_sonar.lib.api.results) supports_dataset_locator() (h2o_sonar.lib.api.explainers.Explainer class method) supports_model_locator() (h2o_sonar.lib.api.explainers.Explainer class method) SurrogateExplainer (class in h2o_sonar.lib.api.explainers) sync_documents() (h2o_sonar.utils.testing.RagTestLab method) SYNCING (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) SynonymPerturbator (class in h2o_sonar.utils.perturbations) system (h2o_sonar.lib.integrations.genai.OllamaClient.TypedOllamaConfigDict attribute) SYSTEM_LIMIT (h2o_sonar.utils.sampling.DatasetSampler attribute) system_prompt (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute)

T

TAG_SRC_DATASET_COLUMN_NAMES (h2o_sonar.lib.api.explainers.ExplainerParam attribute) TAG_SRC_DATASET_TEXT_COLUMN_NAMES (h2o_sonar.lib.api.explainers.ExplainerParam attribute) tagline (h2o_sonar.lib.api.explainers.Explainer property) TAGS (h2o_sonar.utils.perturbations.AbcSynAntPerturbator attribute) temperature (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) TemplateResult (class in h2o_sonar.lib.api.results) TestLab (class in h2o_sonar.utils.testing) TestLabPersistence (class in h2o_sonar.utils.testing) tests (h2o_sonar.utils.testing.RagTestSuiteConfig property) testset_meta (h2o_sonar.lib.api.explainers.Explainer attribute) text (h2o_sonar.lib.api.persistences.PersistenceDataType attribute) text_context_list (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) text_features (h2o_sonar.methods.core.method.FeaturesMetadata property) TextCustomExplanationFormat (class in h2o_sonar.lib.api.formats) TextFormat (class in h2o_sonar.lib.api.formats) tfs_z (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) THEME_2_BG_COLOR (h2o_sonar.lib.api.commons.LookAndFeel attribute) THEME_2_COLORMAP (h2o_sonar.lib.api.commons.LookAndFeel attribute) THEME_2_FG_COLOR (h2o_sonar.lib.api.commons.LookAndFeel attribute) THEME_2_LINE_COLOR (h2o_sonar.lib.api.commons.LookAndFeel attribute) tick() (h2o_sonar.lib.api.interpretations.ExplainerJob method) time_features (h2o_sonar.methods.core.method.FeaturesMetadata property) TIME_SERIES (h2o_sonar.lib.api.commons.ExplainerFilter attribute) (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) TIMED_OUT (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) timeout (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.H2oGpteRagClient.TypedRagConfigDict attribute) (h2o_sonar.lib.integrations.genai.TimeoutRetryExpBackoffCtx property) TimeoutRetryExpBackoffCtx (class in h2o_sonar.lib.integrations.genai) tmp_dir (h2o_sonar.lib.api.persistences.InterpretationPersistence property) to_alphanum_name() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) to_connection_type() (h2o_sonar.lib.api.models.ExplainableModelType static method) to_dict() (h2o_sonar.config.ConnectionConfig method) (h2o_sonar.config.EvaluationJudgeConfig method) (h2o_sonar.config.H2oSonarConfig method) (h2o_sonar.config.LicenseConfig method) (h2o_sonar.lib.api.commons.CommonInterpretationParams method) (h2o_sonar.lib.api.commons.MetricMeta method) (h2o_sonar.lib.api.commons.MetricsMeta method) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat.TreeNode method) (h2o_sonar.lib.api.interpretations.ExplainerJob method) (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.interpretations.InterpretationResult method) (h2o_sonar.lib.api.models.ExplainableLlmModel method) (h2o_sonar.lib.api.models.ExplainableModel method) (h2o_sonar.lib.api.models.ExplainableModelMeta method) (h2o_sonar.lib.api.models.ExplainableRagModel method) (h2o_sonar.lib.api.problems.ProblemAndAction method) (h2o_sonar.methods.core.method.FeaturesMetadata method) (h2o_sonar.utils.testing.InMemoryLlmHostPromptCache method) (h2o_sonar.utils.testing.RagTestCaseConfig method) (h2o_sonar.utils.testing.RagTestConfig method) (h2o_sonar.utils.testing.RagTestLab method) (h2o_sonar.utils.testing.RagTestSuiteConfig method) (h2o_sonar.utils.testing.TestLab method) to_h2oframe() (in module h2o_sonar.methods.utils.h2o_utils)

to_html() (h2o_sonar.lib.api.interpretations.HtmlInterpretationFormat method) (h2o_sonar.lib.api.interpretations.HtmlInterpretationsFormat method) (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.interpretations.Interpretations method) to_html_4_pdf() (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.interpretations.PdfInterpretationFormat method) to_json() (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.interpretations.InterpretationResult method) (h2o_sonar.lib.api.models.ExplainableLlmModel method) (h2o_sonar.lib.api.models.ExplainableModel method) (h2o_sonar.lib.api.models.ExplainableModelMeta method) (h2o_sonar.methods.core.method.FeaturesMetadata method) to_list() (h2o_sonar.lib.api.commons.MetricsMeta method) (h2o_sonar.lib.container.explainer_container.DependencyTreeNode method) to_list_explainers_args_json() (in module h2o_sonar.utils.io) to_md() (h2o_sonar.lib.api.commons.MetricMeta method) to_pdf() (h2o_sonar.lib.api.interpretations.Interpretation method) (h2o_sonar.lib.api.interpretations.PdfInterpretationFormat static method) to_raw() (h2o_sonar.utils.sanitization.SanitizationMap method) to_run_interpretation_args_json() (in module h2o_sonar.utils.io) to_sanitized() (h2o_sonar.utils.sanitization.SanitizationMap method) to_server_file_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) to_server_path() (h2o_sonar.lib.api.persistences.InterpretationPersistence static method) to_string() (h2o_sonar.lib.api.commons.ExplainerJobStatus method) to_toml() (h2o_sonar.config.H2oSonarConfig method) TokenUseType (class in h2o_sonar.config) toml_str_to_dict() (h2o_sonar.lib.api.explainers.ExplainerArgs static method) top_k (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) top_p (h2o_sonar.lib.integrations.genai.TypedH2ogptLlmConfigDict attribute) (h2o_sonar.lib.integrations.genai.TypedOllamaModelFileDict attribute) touch() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.InMemoryPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) ToxicityEvaluator (class in h2o_sonar.evaluators.toxicity_evaluator) transform() (h2o_sonar.utils.preprocessing.MultiColumnLabelEncoderAbc method) transform_dataset() (h2o_sonar.lib.api.models.TransformedFeaturesModel method) transformed_features (h2o_sonar.lib.api.models.ExplainableModelMeta property) transformed_model (h2o_sonar.lib.api.models.ExplainableModel property) TransformedFeaturesModel (class in h2o_sonar.lib.api.models) trim() (h2o_sonar.utils.testing.RagTestLab method) trim_tests() (h2o_sonar.utils.testing.RagTestSuiteConfig method) type (h2o_sonar.lib.api.persistences.FilesystemPersistence property) (h2o_sonar.lib.api.persistences.InMemoryPersistence property) (h2o_sonar.lib.api.persistences.Persistence property) TYPE_ANSWER_DECODED (h2o_sonar.utils.perturbations.EncodingPerturbator attribute) TYPE_ANSWER_ENCODED (h2o_sonar.utils.perturbations.EncodingPerturbator attribute) TYPE_ID (h2o_sonar.lib.container.explainer_container.AsyncLocalContainer attribute) (h2o_sonar.lib.container.explainer_container.ExplainerContainer attribute) (h2o_sonar.lib.container.explainer_container.LocalExplainerContainer attribute) TYPE_MV_ARTIFACT_INFO (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) TYPE_MV_ARTIFACTS (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) TYPE_NONE_STR (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) TYPE_PROMPT_DECODED (h2o_sonar.utils.perturbations.EncodingPerturbator attribute) TYPE_PROMPT_ENCODED (h2o_sonar.utils.perturbations.EncodingPerturbator attribute) TYPE_SHAPE_STR (h2o_sonar.lib.integrations.mv_adapter.MvResultPersistence attribute) TypedH2ogptLlmConfigDict (class in h2o_sonar.lib.integrations.genai) TypedOllamaModelFileDict (class in h2o_sonar.lib.integrations.genai)

U

UNKNOWN (h2o_sonar.lib.api.commons.ExplainerJobStatus attribute) unknown (h2o_sonar.lib.api.models.ExplainableModelType attribute) UnknownExplainerError unregister() (h2o_sonar.lib.api.explainers.ExplainerRegistry method) unregister_explainer() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) (in module h2o_sonar.interpret) UNSUPERVISED (h2o_sonar.lib.api.commons.ExplainerFilter attribute) (h2o_sonar.lib.api.commons.ModelTypeExplanation attribute) update() (h2o_sonar.lib.api.persistences.FilesystemPersistence method) (h2o_sonar.lib.api.persistences.Persistence method) update_data() (h2o_sonar.lib.api.formats.ExplanationFormat method) update_explainer_result() (h2o_sonar.lib.container.explainer_container.ExplainerContainer method) update_index_file() (h2o_sonar.lib.api.formats.TextCustomExplanationFormat method) UPDATE_MODE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) update_overall_result() (h2o_sonar.lib.api.interpretations.Interpretation method)

UPDATE_PARAM_NUMCAT_OVERRIDE (h2o_sonar.explainers.friedman_h_statistic_explainer.FriedmanHStatisticExplainer attribute) (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) UPDATE_SCOPE (h2o_sonar.lib.api.commons.UpdateGlobalExplanation attribute) UPDATE_SCOPE_NUMCAT (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) UPDATE_STRATEGY (h2o_sonar.lib.api.explainers.OnDemandExplainKey attribute) UPDATE_TYPE_ADD_FEATURE (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) UPDATE_TYPE_ADD_NUMCAT (h2o_sonar.explainers.pd_ice_explainer.PdIceExplainer attribute) updated_at (h2o_sonar.lib.integrations.genai.AmazonBedrockKnowledgeBase attribute) UpdateGlobalExplanation (class in h2o_sonar.lib.api.commons) upload_data() (in module h2o_sonar.methods.utils.h2o_utils) upload_interpretation() (in module h2o_sonar.interpret) upload_url (h2o_sonar.lib.api.interpretations.InterpretationResult attribute) used_features (h2o_sonar.lib.api.models.ExplainableModelMeta property) user_dir (h2o_sonar.lib.api.persistences.InterpretationPersistence property) username (h2o_sonar.lib.api.persistences.ExplainerPersistence property) (h2o_sonar.lib.container.explainer_container.SequentialExplainerExecutor attribute)

V

validate_and_normalize_params() (h2o_sonar.lib.api.interpretations.Interpretation method) validate_data() (h2o_sonar.lib.api.formats.CustomCsvFormat static method) (h2o_sonar.lib.api.formats.CustomJsonFormat static method) (h2o_sonar.lib.api.formats.DiaTextFormat static method) (h2o_sonar.lib.api.formats.DocxFormat static method) (h2o_sonar.lib.api.formats.Global3dDataJSonCsvFormat static method) (h2o_sonar.lib.api.formats.Global3dDataJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalDtJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonCsvFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalGroupedBarChartJSonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonDatatableFormat static method) (h2o_sonar.lib.api.formats.GlobalSummaryFeatImpJsonFormat static method) (h2o_sonar.lib.api.formats.HtmlFormat static method) (h2o_sonar.lib.api.formats.IceCsvFormat static method) (h2o_sonar.lib.api.formats.IceDatatableFormat static method) (h2o_sonar.lib.api.formats.IceJsonDatatableFormat static method) (h2o_sonar.lib.api.formats.LlmHeatmapLeaderboardJSonFormat static method) (h2o_sonar.lib.api.formats.LocalDtJSonFormat static method) (h2o_sonar.lib.api.formats.LocalFeatImpDatatableFormat static method) (h2o_sonar.lib.api.formats.LocalFeatImpJSonFormat static method) (h2o_sonar.lib.api.formats.LocalNlpLocoJSonFormat static method) (h2o_sonar.lib.api.formats.LocalOnDemandHtmlFormat static method) (h2o_sonar.lib.api.formats.LocalOnDemandTextFormat static method) (h2o_sonar.lib.api.formats.LocalSummaryFeatImplJSonFormat static method) (h2o_sonar.lib.api.formats.MarkdownFormat static method) (h2o_sonar.lib.api.formats.PartialDependenceCsvFormat static method) (h2o_sonar.lib.api.formats.PartialDependenceDatatableFormat static method) (h2o_sonar.lib.api.formats.PartialDependenceJSonFormat static method) (h2o_sonar.lib.api.formats.SaTextFormat static method) (h2o_sonar.lib.api.formats.TextFormat static method)

validate_explanations() (h2o_sonar.lib.api.explainers.Explainer method) validset_meta (h2o_sonar.lib.api.explainers.Explainer attribute) VALUE_AUTO (h2o_sonar.config.H2oSonarConfig attribute) VALUE_CPU (h2o_sonar.config.H2oSonarConfig attribute) VALUE_CUDA (h2o_sonar.config.H2oSonarConfig attribute) VALUE_GPU (h2o_sonar.config.H2oSonarConfig attribute) VALUE_MPS (h2o_sonar.config.H2oSonarConfig attribute) VALUE_NPU (h2o_sonar.config.H2oSonarConfig attribute) VALUE_STR_FALSE (h2o_sonar.config.H2oSonarConfig attribute) VALUE_STR_TRUE (h2o_sonar.config.H2oSonarConfig attribute) VERY_HIGH (h2o_sonar.lib.api.commons.PerturbationIntensity attribute) VERY_LOW (h2o_sonar.lib.api.commons.PerturbationIntensity attribute)

W

warn() (in module h2o_sonar.loggers) warning() (h2o_sonar.loggers.SonarFileLogger method) (h2o_sonar.loggers.SonarLogger method) (h2o_sonar.loggers.SonarPrintLogger method) (in module h2o_sonar.loggers)

wasserstein_distance() (in module h2o_sonar.methods.core.stats) WordSwapPerturbator (class in h2o_sonar.utils.perturbations) WorkDirArchiveZipFormat (class in h2o_sonar.lib.api.formats) working_dir (h2o_sonar.lib.api.explainers.Explainer property)

Z

zip() (h2o_sonar.lib.api.explainers.ExplainerResult method)