Index

_

__init__() (torcheval.metrics.AUC method) (torcheval.metrics.BinaryAccuracy method) (torcheval.metrics.BinaryAUPRC method) (torcheval.metrics.BinaryAUROC method) (torcheval.metrics.BinaryBinnedAUPRC method) (torcheval.metrics.BinaryBinnedAUROC method) (torcheval.metrics.BinaryBinnedPrecisionRecallCurve method) (torcheval.metrics.BinaryConfusionMatrix method) (torcheval.metrics.BinaryF1Score method) (torcheval.metrics.BinaryNormalizedEntropy method) (torcheval.metrics.BinaryPrecision method) (torcheval.metrics.BinaryPrecisionRecallCurve method) (torcheval.metrics.BinaryRecall method) (torcheval.metrics.BinaryRecallAtFixedPrecision method) (torcheval.metrics.BLEUScore method) (torcheval.metrics.Cat method) (torcheval.metrics.ClickThroughRate method) (torcheval.metrics.FrechetAudioDistance method) (torcheval.metrics.FrechetInceptionDistance method) (torcheval.metrics.HitRate method) (torcheval.metrics.Max method) (torcheval.metrics.Mean method) (torcheval.metrics.MeanSquaredError method) (torcheval.metrics.Min method) (torcheval.metrics.MulticlassAccuracy method) (torcheval.metrics.MulticlassAUPRC method) (torcheval.metrics.MulticlassAUROC method) (torcheval.metrics.MulticlassBinnedAUPRC method) (torcheval.metrics.MulticlassBinnedAUROC method) (torcheval.metrics.MulticlassBinnedPrecisionRecallCurve method) (torcheval.metrics.MulticlassConfusionMatrix method) (torcheval.metrics.MulticlassF1Score method) (torcheval.metrics.MulticlassPrecision method) (torcheval.metrics.MulticlassPrecisionRecallCurve method) (torcheval.metrics.MulticlassRecall method) (torcheval.metrics.MultilabelAccuracy method) (torcheval.metrics.MultilabelAUPRC method) (torcheval.metrics.MultilabelBinnedAUPRC method) (torcheval.metrics.MultilabelBinnedPrecisionRecallCurve method) (torcheval.metrics.MultilabelPrecisionRecallCurve method) (torcheval.metrics.MultilabelRecallAtFixedPrecision method) (torcheval.metrics.PeakSignalNoiseRatio method) (torcheval.metrics.Perplexity method) (torcheval.metrics.R2Score method) (torcheval.metrics.ReciprocalRank method) (torcheval.metrics.RetrievalPrecision method) (torcheval.metrics.RetrievalRecall method) (torcheval.metrics.StructuralSimilarity method) (torcheval.metrics.Sum method) (torcheval.metrics.Throughput method) (torcheval.metrics.TopKMultilabelAccuracy method) (torcheval.metrics.WeightedCalibration method) (torcheval.metrics.WindowedBinaryAUROC method) (torcheval.metrics.WindowedBinaryNormalizedEntropy method) (torcheval.metrics.WindowedClickThroughRate method) (torcheval.metrics.WindowedMeanSquaredError method) (torcheval.metrics.WindowedWeightedCalibration method) (torcheval.metrics.WordErrorRate method) (torcheval.metrics.WordInformationLost method) (torcheval.metrics.WordInformationPreserved method)

A

AUC (class in torcheval.metrics)

auc() (in module torcheval.metrics.functional)

B

binary_accuracy() (in module torcheval.metrics.functional) binary_auprc() (in module torcheval.metrics.functional) binary_auroc() (in module torcheval.metrics.functional) binary_binned_auprc() (in module torcheval.metrics.functional) binary_binned_auroc() (in module torcheval.metrics.functional) binary_binned_precision_recall_curve() (in module torcheval.metrics.functional) binary_confusion_matrix() (in module torcheval.metrics.functional) binary_f1_score() (in module torcheval.metrics.functional) binary_normalized_entropy() (in module torcheval.metrics.functional) binary_precision() (in module torcheval.metrics.functional) binary_precision_recall_curve() (in module torcheval.metrics.functional) binary_recall() (in module torcheval.metrics.functional) binary_recall_at_fixed_precision() (in module torcheval.metrics.functional) BinaryAccuracy (class in torcheval.metrics)

BinaryAUPRC (class in torcheval.metrics) BinaryAUROC (class in torcheval.metrics) BinaryBinnedAUPRC (class in torcheval.metrics) BinaryBinnedAUROC (class in torcheval.metrics) BinaryBinnedPrecisionRecallCurve (class in torcheval.metrics) BinaryConfusionMatrix (class in torcheval.metrics) BinaryF1Score (class in torcheval.metrics) BinaryNormalizedEntropy (class in torcheval.metrics) BinaryPrecision (class in torcheval.metrics) BinaryPrecisionRecallCurve (class in torcheval.metrics) BinaryRecall (class in torcheval.metrics) BinaryRecallAtFixedPrecision (class in torcheval.metrics) bleu_score() (in module torcheval.metrics.functional) BLEUScore (class in torcheval.metrics)

C

Cat (class in torcheval.metrics) classwise_converter() (in module torcheval.metrics.toolkit) click_through_rate() (in module torcheval.metrics.functional)

ClickThroughRate (class in torcheval.metrics) clone_metric() (in module torcheval.metrics.toolkit) clone_metrics() (in module torcheval.metrics.toolkit)

F

FrechetAudioDistance (class in torcheval.metrics)

FrechetInceptionDistance (class in torcheval.metrics) frequency_at_k() (in module torcheval.metrics.functional)

G

get_synced_metric() (in module torcheval.metrics.toolkit) get_synced_metric_collection() (in module torcheval.metrics.toolkit)

get_synced_state_dict() (in module torcheval.metrics.toolkit) get_synced_state_dict_collection() (in module torcheval.metrics.toolkit)

H

hit_rate() (in module torcheval.metrics.functional)

HitRate (class in torcheval.metrics)

M

Max (class in torcheval.metrics) Mean (class in torcheval.metrics) mean() (in module torcheval.metrics.functional) mean_squared_error() (in module torcheval.metrics.functional) MeanSquaredError (class in torcheval.metrics) Min (class in torcheval.metrics) module torcheval.metrics torcheval.metrics.functional torcheval.metrics.toolkit multiclass_accuracy() (in module torcheval.metrics.functional) multiclass_auprc() (in module torcheval.metrics.functional) multiclass_auroc() (in module torcheval.metrics.functional) multiclass_binned_auprc() (in module torcheval.metrics.functional) multiclass_binned_auroc() (in module torcheval.metrics.functional) multiclass_binned_precision_recall_curve() (in module torcheval.metrics.functional) multiclass_confusion_matrix() (in module torcheval.metrics.functional) multiclass_f1_score() (in module torcheval.metrics.functional) multiclass_precision() (in module torcheval.metrics.functional) multiclass_precision_recall_curve() (in module torcheval.metrics.functional) multiclass_recall() (in module torcheval.metrics.functional) MulticlassAccuracy (class in torcheval.metrics)

MulticlassAUPRC (class in torcheval.metrics) MulticlassAUROC (class in torcheval.metrics) MulticlassBinnedAUPRC (class in torcheval.metrics) MulticlassBinnedAUROC (class in torcheval.metrics) MulticlassBinnedPrecisionRecallCurve (class in torcheval.metrics) MulticlassConfusionMatrix (class in torcheval.metrics) MulticlassF1Score (class in torcheval.metrics) MulticlassPrecision (class in torcheval.metrics) MulticlassPrecisionRecallCurve (class in torcheval.metrics) MulticlassRecall (class in torcheval.metrics) multilabel_accuracy() (in module torcheval.metrics.functional) multilabel_auprc() (in module torcheval.metrics.functional) multilabel_binned_auprc() (in module torcheval.metrics.functional) multilabel_binned_precision_recall_curve() (in module torcheval.metrics.functional) multilabel_precision_recall_curve() (in module torcheval.metrics.functional) multilabel_recall_at_fixed_precision() (in module torcheval.metrics.functional) MultilabelAccuracy (class in torcheval.metrics) MultilabelAUPRC (class in torcheval.metrics) MultilabelBinnedAUPRC (class in torcheval.metrics) MultilabelBinnedPrecisionRecallCurve (class in torcheval.metrics) MultilabelPrecisionRecallCurve (class in torcheval.metrics) MultilabelRecallAtFixedPrecision (class in torcheval.metrics)

N

num_collisions() (in module torcheval.metrics.functional)

P

peak_signal_noise_ratio() (in module torcheval.metrics.functional) PeakSignalNoiseRatio (class in torcheval.metrics)

Perplexity (class in torcheval.metrics) perplexity() (in module torcheval.metrics.functional)

R

r2_score() (in module torcheval.metrics.functional) R2Score (class in torcheval.metrics) reciprocal_rank() (in module torcheval.metrics.functional) ReciprocalRank (class in torcheval.metrics)

reset_metrics() (in module torcheval.metrics.toolkit) retrieval_precision() (in module torcheval.metrics.functional) retrieval_recall() (in module torcheval.metrics.functional) RetrievalPrecision (class in torcheval.metrics) RetrievalRecall (class in torcheval.metrics)

S

StructuralSimilarity (class in torcheval.metrics) Sum (class in torcheval.metrics)

sum() (in module torcheval.metrics.functional) sync_and_compute() (in module torcheval.metrics.toolkit) sync_and_compute_collection() (in module torcheval.metrics.toolkit)

T

Throughput (class in torcheval.metrics) throughput() (in module torcheval.metrics.functional) to_device() (in module torcheval.metrics.toolkit) topk_multilabel_accuracy() (in module torcheval.metrics.functional) TopKMultilabelAccuracy (class in torcheval.metrics)

torcheval.metrics module torcheval.metrics.functional module torcheval.metrics.toolkit module

W

weighted_calibration() (in module torcheval.metrics.functional) WeightedCalibration (class in torcheval.metrics) WindowedBinaryAUROC (class in torcheval.metrics) WindowedBinaryNormalizedEntropy (class in torcheval.metrics) WindowedClickThroughRate (class in torcheval.metrics) WindowedMeanSquaredError (class in torcheval.metrics)

WindowedWeightedCalibration (class in torcheval.metrics) word_error_rate() (in module torcheval.metrics.functional) word_information_lost() (in module torcheval.metrics.functional) word_information_preserved() (in module torcheval.metrics.functional) WordErrorRate (class in torcheval.metrics) WordInformationLost (class in torcheval.metrics) WordInformationPreserved (class in torcheval.metrics)