lm_polygraph.estimators package

Submodules

• lm_polygraph.estimators.attention_score module
  • AttentionScore
  • unpad_attentions()
• lm_polygraph.estimators.boostedprob_score module
  • BoostedProbSequence
• lm_polygraph.estimators.claim_conditioned_probability module
  • ClaimConditionedProbability
• lm_polygraph.estimators.cocoa module
  • CocoaMSP
  • CocoaMTE
  • CocoaPPL
• lm_polygraph.estimators.common module
  • compute_sim_score()
• lm_polygraph.estimators.conditional_pointwise_mutual_information module
  • ConditionalPointwiseMutualInformation
  • MeanConditionalPointwiseMutualInformation
• lm_polygraph.estimators.csl module
  • CSL
• lm_polygraph.estimators.deg_mat module
  • DegMat
    • DegMat.U_DegMat()
• lm_polygraph.estimators.eccentricity module
  • Eccentricity
    • Eccentricity.U_Eccentricity()
• lm_polygraph.estimators.eig_val_laplacian module
  • EigValLaplacian
    • EigValLaplacian.U_EigVal_Laplacian()
• lm_polygraph.estimators.eigenscore module
  • EigenScore
• lm_polygraph.estimators.ensemble_sequence_measures module
  • EPSrmi
  • EPSrmiabs
  • EPStu
  • PESrmi
  • PESrmiabs
  • PEStu
  • all_ep_estimators()
  • all_pe_estimators()
  • get_seq_level_ue()
• lm_polygraph.estimators.ensemble_token_measures module
  • EPEnsembleEstimator
  • EPTdu
  • EPTent10
  • EPTent15
  • EPTent5
  • EPTepkl
  • EPTmi
  • EPTrmi
  • EPTtu
  • EnsembleEstimator
  • PEEnsembleEstimator
  • PETdu
  • PETent10
  • PETent15
  • PETent5
  • PETepkl
  • PETmi
  • PETrmi
  • PETtu
  • aggregate()
  • all_token_estimators()
• lm_polygraph.estimators.estimator module
  • Estimator
• lm_polygraph.estimators.fisher_rao module
  • FisherRao
• lm_polygraph.estimators.focus module
  • Focus
  • IDFStats
    • IDFStats.NER_type
    • IDFStats.nlp
    • IDFStats.pos_tag
    • IDFStats.token_idf
  • calcu_idf()
  • entropy2()
  • load_idf()
  • token_level_focus_scores()
• lm_polygraph.estimators.kernel_language_entropy module
  • KernelLanguageEntropy
  • heat_kernel()
  • laplacian_matrix()
  • normalize_kernel()
  • scale_entropy()
  • vn_entropy()
• lm_polygraph.estimators.label_prob module
  • LabelProb
• lm_polygraph.estimators.lexical_similarity module
  • LexicalSimilarity
• lm_polygraph.estimators.linguistic_1s module
  • Linguistic1S
• lm_polygraph.estimators.luq module
  • LUQ
• lm_polygraph.estimators.mahalanobis_distance module
  • MahalanobisDistanceSeq
  • compute_inv_covariance()
  • create_cuda_tensor_from_numpy()
  • mahalanobis_distance_with_known_centroids_sigma_inv()
• lm_polygraph.estimators.max_probability module
  • MaximumSequenceProbability
  • MaximumTokenProbability
• lm_polygraph.estimators.monte_carlo_normalized_sequence_entropy module
  • MonteCarloNormalizedSequenceEntropy
• lm_polygraph.estimators.monte_carlo_sequence_entropy module
  • MonteCarloSequenceEntropy
• lm_polygraph.estimators.num_sem_sets module
  • NumSemSets
    • NumSemSets.U_NumSemSets()
    • NumSemSets.find_connected_components()
• lm_polygraph.estimators.p_true module
  • PTrue
• lm_polygraph.estimators.p_true_empirical module
  • PTrueEmpirical
• lm_polygraph.estimators.p_true_sampling module
  • PTrueSampling
• lm_polygraph.estimators.perplexity module
  • Perplexity
• lm_polygraph.estimators.pointwise_mutual_information module
  • MeanPointwiseMutualInformation
  • PointwiseMutualInformation
• lm_polygraph.estimators.ppl_md module
  • PPLMDSeq
  • load_array()
  • rank()
  • save_array()
• lm_polygraph.estimators.rauq module
  • RAUQ
    • RAUQ.get_alpha()
• lm_polygraph.estimators.rde module
  • MCD_covariance()
  • RDESeq
    • RDESeq.load_mcd()
    • RDESeq.load_pca()
    • RDESeq.save_mcd()
    • RDESeq.save_pca()
  • load_array()
  • save_array()
• lm_polygraph.estimators.relative_mahalanobis_distance module
  • RelativeMahalanobisDistanceSeq
  • load_array()
  • save_array()
• lm_polygraph.estimators.renyi_neg module
  • RenyiNeg
• lm_polygraph.estimators.sar module
  • SAR
• lm_polygraph.estimators.self_certainty module
  • SelfCertainty
• lm_polygraph.estimators.semantic_density module
  • SemanticDensity
• lm_polygraph.estimators.semantic_entropy module
  • SemanticEntropy
    • SemanticEntropy.batched_call()
    • SemanticEntropy.get_unique_hypos_by_class()
• lm_polygraph.estimators.semantic_entropy_token module
  • SemanticEntropyToken
  • split_classes()
• lm_polygraph.estimators.sentence_sar module
  • SentenceSAR
• lm_polygraph.estimators.token_entropy module
  • MeanTokenEntropy
  • TokenEntropy
• lm_polygraph.estimators.token_sar module
  • TokenSAR
  • token_level_sar_scores()
• lm_polygraph.estimators.verbalized_1s module
  • Verbalized1S
• lm_polygraph.estimators.verbalized_2s module
  • Verbalized2S