Python Module Index

l


	l
	`lm_polygraph`
	`lm_polygraph.estimators`
	`lm_polygraph.estimators.attention_score`
	`lm_polygraph.estimators.boostedprob_score`
	`lm_polygraph.estimators.claim_conditioned_probability`
	`lm_polygraph.estimators.cocoa`
	`lm_polygraph.estimators.common`
	`lm_polygraph.estimators.conditional_pointwise_mutual_information`
	`lm_polygraph.estimators.csl`
	`lm_polygraph.estimators.deg_mat`
	`lm_polygraph.estimators.eccentricity`
	`lm_polygraph.estimators.eig_val_laplacian`
	`lm_polygraph.estimators.eigenscore`
	`lm_polygraph.estimators.ensemble_sequence_measures`
	`lm_polygraph.estimators.ensemble_token_measures`
	`lm_polygraph.estimators.estimator`
	`lm_polygraph.estimators.fisher_rao`
	`lm_polygraph.estimators.focus`
	`lm_polygraph.estimators.kernel_language_entropy`
	`lm_polygraph.estimators.label_prob`
	`lm_polygraph.estimators.lexical_similarity`
	`lm_polygraph.estimators.linguistic_1s`
	`lm_polygraph.estimators.luq`
	`lm_polygraph.estimators.mahalanobis_distance`
	`lm_polygraph.estimators.max_probability`
	`lm_polygraph.estimators.monte_carlo_normalized_sequence_entropy`
	`lm_polygraph.estimators.monte_carlo_sequence_entropy`
	`lm_polygraph.estimators.num_sem_sets`
	`lm_polygraph.estimators.p_true`
	`lm_polygraph.estimators.p_true_empirical`
	`lm_polygraph.estimators.p_true_sampling`
	`lm_polygraph.estimators.perplexity`
	`lm_polygraph.estimators.pointwise_mutual_information`
	`lm_polygraph.estimators.ppl_md`
	`lm_polygraph.estimators.rauq`
	`lm_polygraph.estimators.rde`
	`lm_polygraph.estimators.relative_mahalanobis_distance`
	`lm_polygraph.estimators.renyi_neg`
	`lm_polygraph.estimators.sar`
	`lm_polygraph.estimators.self_certainty`
	`lm_polygraph.estimators.semantic_density`
	`lm_polygraph.estimators.semantic_entropy`
	`lm_polygraph.estimators.semantic_entropy_token`
	`lm_polygraph.estimators.sentence_sar`
	`lm_polygraph.estimators.token_entropy`
	`lm_polygraph.estimators.token_sar`
	`lm_polygraph.estimators.verbalized_1s`
	`lm_polygraph.estimators.verbalized_2s`
	`lm_polygraph.generation_metrics`
	`lm_polygraph.generation_metrics.accuracy`
	`lm_polygraph.generation_metrics.aggregated_metric`
	`lm_polygraph.generation_metrics.alignscore`
	`lm_polygraph.generation_metrics.alignscore_utils`
	`lm_polygraph.generation_metrics.bart_score`
	`lm_polygraph.generation_metrics.bert_score`
	`lm_polygraph.generation_metrics.bleu`
	`lm_polygraph.generation_metrics.comet`
	`lm_polygraph.generation_metrics.generation_metric`
	`lm_polygraph.generation_metrics.model_score`
	`lm_polygraph.generation_metrics.openai_fact_check`
	`lm_polygraph.generation_metrics.preprocess_output_target`
	`lm_polygraph.generation_metrics.rouge`
	`lm_polygraph.generation_metrics.sbert`
	`lm_polygraph.model_adapters`
	`lm_polygraph.model_adapters.visual_whitebox_model`
	`lm_polygraph.model_adapters.whitebox_model_basic`
	`lm_polygraph.model_adapters.whitebox_model_vllm`
	`lm_polygraph.stat_calculators`
	`lm_polygraph.stat_calculators.attention_eliciting_prompt`
	`lm_polygraph.stat_calculators.attention_forward_pass`
	`lm_polygraph.stat_calculators.attention_forward_pass_visual`
	`lm_polygraph.stat_calculators.bart_score`
	`lm_polygraph.stat_calculators.claim_level_prompts`
	`lm_polygraph.stat_calculators.cross_encoder_similarity`
	`lm_polygraph.stat_calculators.cross_encoder_visual_similarity`
	`lm_polygraph.stat_calculators.embeddings`
	`lm_polygraph.stat_calculators.ensemble_token_data`
	`lm_polygraph.stat_calculators.entropy`
	`lm_polygraph.stat_calculators.extract_claims`
	`lm_polygraph.stat_calculators.greedy_alternatives_nli`
	`lm_polygraph.stat_calculators.greedy_cross_encoder_similarity`
	`lm_polygraph.stat_calculators.greedy_lm_probs`
	`lm_polygraph.stat_calculators.greedy_lm_visual_probs`
	`lm_polygraph.stat_calculators.greedy_probs`
	`lm_polygraph.stat_calculators.greedy_probs_blackbox`
	`lm_polygraph.stat_calculators.greedy_semantic_matrix`
	`lm_polygraph.stat_calculators.greedy_visual_probs`
	`lm_polygraph.stat_calculators.infer_causal_lm_calculator`
	`lm_polygraph.stat_calculators.initial_state`
	`lm_polygraph.stat_calculators.model_score`
	`lm_polygraph.stat_calculators.prompt`
	`lm_polygraph.stat_calculators.prompt_visual`
	`lm_polygraph.stat_calculators.raw_input`
	`lm_polygraph.stat_calculators.sample`
	`lm_polygraph.stat_calculators.sample_visual`
	`lm_polygraph.stat_calculators.semantic_classes`
	`lm_polygraph.stat_calculators.semantic_classes_claim_to_samples`
	`lm_polygraph.stat_calculators.semantic_matrix`
	`lm_polygraph.stat_calculators.stat_calculator`
	`lm_polygraph.stat_calculators.statistic_extraction`
	`lm_polygraph.stat_calculators.statistic_extraction_visual`
	`lm_polygraph.stat_calculators.vllm_logprobs_extraction`
	`lm_polygraph.ue_metrics`
	`lm_polygraph.ue_metrics.ece`
	`lm_polygraph.ue_metrics.isotonic_pcc`
	`lm_polygraph.ue_metrics.kendalltau`
	`lm_polygraph.ue_metrics.pr_auc`
	`lm_polygraph.ue_metrics.pred_rej_area`
	`lm_polygraph.ue_metrics.rev_pairs_prop`
	`lm_polygraph.ue_metrics.risk_cov_curve`
	`lm_polygraph.ue_metrics.roc_auc`
	`lm_polygraph.ue_metrics.spearmanr`
	`lm_polygraph.ue_metrics.ue_metric`
	`lm_polygraph.utils`
	`lm_polygraph.utils.api_with_uncertainty`
	`lm_polygraph.utils.builder_enviroment_stat_calculator`
	`lm_polygraph.utils.builder_stat_calculator_simple`
	`lm_polygraph.utils.causal_lm_with_uncertainty`
	`lm_polygraph.utils.cir_model`
	`lm_polygraph.utils.common`
	`lm_polygraph.utils.dataset`
	`lm_polygraph.utils.deberta`
	`lm_polygraph.utils.ensemble_utils`
	`lm_polygraph.utils.ensemble_utils.dropout`
	`lm_polygraph.utils.ensemble_utils.ensemble_beam`
	`lm_polygraph.utils.ensemble_utils.ensemble_generator`
	`lm_polygraph.utils.ensemble_utils.ensemble_greedy`
	`lm_polygraph.utils.ensemble_utils.ensemble_sample`
	`lm_polygraph.utils.estimate_uncertainty`
	`lm_polygraph.utils.factory_estimator`
	`lm_polygraph.utils.factory_stat_calculator`
	`lm_polygraph.utils.generation_parameters`
	`lm_polygraph.utils.manager`
	`lm_polygraph.utils.model`
	`lm_polygraph.utils.normalize`
	`lm_polygraph.utils.ood_detection`
	`lm_polygraph.utils.openai_chat`
	`lm_polygraph.utils.processor`
	`lm_polygraph.utils.token_restoration`