Index

_

__init__() (metrax.Accuracy method), [1], [2] (metrax.AUCPR method), [1], [2] (metrax.AUCROC method), [1], [2] (metrax.Average method), [1], [2] (metrax.AveragePrecisionAtK method), [1], [2] (metrax.BLEU method), [1], [2] (metrax.CosineSimilarity method) (metrax.DCGAtK method), [1], [2] (metrax.Dice method), [1], [2] (metrax.FBetaScore method), [1], [2] (metrax.IoU method), [1], [2] (metrax.MAE method), [1], [2] (metrax.MRR method), [1], [2] (metrax.MSE method), [1], [2] (metrax.MSLE method) (metrax.NDCGAtK method), [1], [2] (metrax.Perplexity method), [1], [2] (metrax.Precision method), [1], [2] (metrax.PrecisionAtK method), [1], [2] (metrax.PSNR method), [1], [2] (metrax.Recall method), [1], [2] (metrax.RecallAtK method), [1], [2] (metrax.RMSE method), [1], [2] (metrax.RMSLE method) (metrax.RougeL method), [1], [2] (metrax.RougeN method), [1], [2] (metrax.RSQUARED method), [1], [2] (metrax.SNR method), [1], [2] (metrax.SpearmanRankCorrelation method) (metrax.SSIM method), [1], [2] (metrax.WER method), [1], [2]

A

Accuracy (class in metrax), [1] aggregate_crossentropy (metrax.Perplexity attribute), [1] AUCPR (class in metrax), [1]

AUCROC (class in metrax), [1] Average (class in metrax), [1] average_precision_at_ks() (metrax.AveragePrecisionAtK class method), [1] AveragePrecisionAtK (class in metrax), [1]

B

beta (metrax.FBetaScore attribute), [1], [2], [3]

BLEU (class in metrax), [1]

C

compute() (metrax.AUCPR method), [1] (metrax.AUCROC method), [1] (metrax.Average method), [1] (metrax.BLEU method), [1] (metrax.Dice method), [1] (metrax.FBetaScore method), [1] (metrax.Perplexity method), [1] (metrax.Precision method), [1] (metrax.Recall method), [1] (metrax.RMSE method), [1] (metrax.RMSLE method) (metrax.RSQUARED method), [1] (metrax.SpearmanRankCorrelation method)

CosineSimilarity (class in metrax) count (metrax.RSQUARED attribute), [1]

D

DCGAtK (class in metrax), [1]

Dice (class in metrax), [1]

E

empty() (metrax.AUCPR class method), [1] (metrax.AUCROC class method), [1] (metrax.BLEU class method), [1] (metrax.Dice class method), [1] (metrax.FBetaScore class method), [1] (metrax.Perplexity class method), [1] (metrax.Precision class method), [1] (metrax.Recall class method), [1] (metrax.RougeL class method), [1] (metrax.RougeN class method), [1] (metrax.RSQUARED class method), [1] (metrax.SpearmanRankCorrelation class method)

F

false_negatives (metrax.AUCPR attribute), [1], [2], [3] (metrax.AUCROC attribute), [1] (metrax.FBetaScore attribute), [1], [2], [3] (metrax.Recall attribute), [1], [2], [3] false_positives (metrax.AUCPR attribute), [1], [2], [3] (metrax.AUCROC attribute), [1], [2], [3] (metrax.FBetaScore attribute), [1], [2], [3] (metrax.Precision attribute), [1], [2], [3] FBetaScore (class in metrax), [1] from_model_output() (metrax.Accuracy class method), [1] (metrax.AUCPR class method), [1] (metrax.AUCROC class method), [1] (metrax.Average class method), [1] (metrax.AveragePrecisionAtK class method), [1] (metrax.BLEU class method), [1] (metrax.CosineSimilarity class method) (metrax.DCGAtK class method), [1] (metrax.Dice class method), [1] (metrax.FBetaScore class method), [1] (metrax.IoU class method), [1] (metrax.MAE class method), [1] (metrax.MRR class method), [1] (metrax.MSE class method), [1] (metrax.MSLE class method) (metrax.Perplexity class method), [1] (metrax.Precision class method), [1] (metrax.PSNR class method), [1] (metrax.Recall class method), [1] (metrax.RSQUARED class method), [1] (metrax.SNR class method), [1] (metrax.SpearmanRankCorrelation class method) (metrax.SSIM class method), [1] (metrax.WER class method), [1]

I

interpolate_pr_auc() (metrax.AUCPR method), [1]

intersection (metrax.Dice attribute), [1], [2], [3] IoU (class in metrax), [1]

L

labels (metrax.SpearmanRankCorrelation attribute), [1]

M

MAE (class in metrax), [1] matches_by_order (metrax.BLEU attribute), [1], [2], [3] max_order (metrax.BLEU attribute), [1], [2], [3] merge() (metrax.AUCPR method), [1] (metrax.AUCROC method), [1] (metrax.BLEU method), [1] (metrax.Dice method), [1] (metrax.Perplexity method), [1] (metrax.Precision method), [1] (metrax.Recall method), [1] (metrax.RSQUARED method), [1] (metrax.SpearmanRankCorrelation method)

metrax module module metrax MRR (class in metrax), [1] MSE (class in metrax), [1] MSLE (class in metrax)

N

NDCGAtK (class in metrax), [1] num_examples (metrax.RougeL attribute), [1] (metrax.RougeN attribute), [1]

num_samples (metrax.Perplexity attribute), [1] num_thresholds (metrax.AUCPR attribute), [1] (metrax.AUCROC attribute), [1]

O

order (metrax.RougeN attribute), [1], [2], [3]

P

Perplexity (class in metrax), [1] possible_matches_by_order (metrax.BLEU attribute), [1], [2], [3] Precision (class in metrax), [1]

PrecisionAtK (class in metrax), [1] predictions (metrax.SpearmanRankCorrelation attribute), [1] PSNR (class in metrax), [1]

R

Recall (class in metrax), [1] RecallAtK (class in metrax), [1] reference_length (metrax.BLEU attribute), [1], [2], [3] replace() (metrax.Accuracy method), [1] (metrax.AUCPR method), [1] (metrax.AUCROC method), [1] (metrax.Average method), [1] (metrax.AveragePrecisionAtK method), [1] (metrax.BLEU method), [1] (metrax.CosineSimilarity method) (metrax.DCGAtK method), [1] (metrax.Dice method), [1] (metrax.FBetaScore method), [1] (metrax.IoU method), [1] (metrax.MAE method), [1] (metrax.MRR method), [1] (metrax.MSE method), [1] (metrax.MSLE method) (metrax.NDCGAtK method), [1] (metrax.Perplexity method), [1] (metrax.Precision method), [1] (metrax.PrecisionAtK method), [1] (metrax.PSNR method), [1] (metrax.Recall method), [1] (metrax.RecallAtK method), [1] (metrax.RMSE method), [1] (metrax.RMSLE method) (metrax.RougeL method), [1] (metrax.RougeN method), [1] (metrax.RSQUARED method), [1] (metrax.SNR method), [1] (metrax.SpearmanRankCorrelation method) (metrax.SSIM method), [1] (metrax.WER method), [1]

RMSE (class in metrax), [1] RMSLE (class in metrax) RougeL (class in metrax), [1] RougeN (class in metrax), [1] RSQUARED (class in metrax), [1]

S

SNR (class in metrax), [1] SpearmanRankCorrelation (class in metrax) SSIM (class in metrax), [1]

sum_of_squared_error (metrax.RSQUARED attribute), [1] sum_of_squared_label (metrax.RSQUARED attribute), [1] sum_pred (metrax.Dice attribute), [1], [2], [3] sum_true (metrax.Dice attribute), [1], [2], [3]

T

total (metrax.RSQUARED attribute), [1] total_count (metrax.AUCROC attribute), [1] total_f1 (metrax.RougeL attribute), [1] (metrax.RougeN attribute), [1] total_precision (metrax.RougeL attribute), [1] (metrax.RougeN attribute), [1] total_recall (metrax.RougeL attribute), [1] (metrax.RougeN attribute), [1]

translation_length (metrax.BLEU attribute), [1], [2], [3] true_negatives (metrax.AUCROC attribute), [1] true_positives (metrax.AUCPR attribute), [1], [2], [3] (metrax.AUCROC attribute), [1], [2], [3] (metrax.FBetaScore attribute), [1], [2], [3] (metrax.Precision attribute), [1], [2], [3] (metrax.Recall attribute), [1], [2], [3]

W

WER (class in metrax), [1]