Index

Symbols

1D shape (torchmetrics.CramersV.update parameter) (torchmetrics.TheilsU.update parameter)

2D shape (torchmetrics.CramersV.update parameter) (torchmetrics.TheilsU.update parameter)

A

accumulate (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) adaptive_k (torchmetrics.functional.retrieval_precision parameter) (torchmetrics.functional.retrieval_precision_recall_curve parameter) (torchmetrics.RetrievalPrecision parameter) (torchmetrics.RetrievalPrecisionRecallCurve parameter) add_state() (torchmetrics.Metric method) adjusted (torchmetrics.functional.r2_score parameter) (torchmetrics.R2Score parameter) all_layers (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) alpha (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.extended_edit_distance parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) alternative (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) argmax_dim (torchmetrics.utilities.data.to_categorical parameter) asian_support (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.TranslationEditRate parameter) average (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter)

B

base (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.PeakSignalNoiseRatio parameter) base_metric (torchmetrics.BootStrapper parameter) (torchmetrics.MinMaxMetric parameter) (torchmetrics.MultioutputWrapper parameter) baseline_path (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) baseline_url (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) batch_size (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) bert_score() (in module torchmetrics.functional.text.bert) beta (torchmetrics.CHRFScore parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.functional.chrf_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter)

betas (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) bias_correction (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.TschuprowsT parameter) box_format (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter)

C

class_metrics (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) clone() (torchmetrics.Metric method) coef (torchmetrics.image.kid.KernelInceptionDistance parameter)

compute() (torchmetrics.Metric method) compute_groups (torchmetrics.MetricCollection parameter) copy_state (torchmetrics.MetricCollection.items parameter) (torchmetrics.MetricCollection.values parameter)

D

data_range (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.PeakSignalNoiseRatio parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.UniversalImageQualityIndex parameter) default (torchmetrics.Metric.add_state parameter), [1] degree (torchmetrics.image.kid.KernelInceptionDistance parameter) deletion (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.extended_edit_distance parameter) destination (torchmetrics.Metric.state_dict parameter), [1] device (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.Metric property) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter)

dim (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.PeakSignalNoiseRatio parameter) (torchmetrics.utilities.data.select_topk parameter) dist_reduce_fx (torchmetrics.Metric.add_state parameter), [1] dist_sync_fn (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] distributed_available (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] double() (torchmetrics.Metric method) dst_type (torchmetrics.Metric.set_dtype parameter), [1] (torchmetrics.MetricCollection.set_dtype parameter)

E

empty_target_action (torchmetrics.RetrievalFallOut parameter) (torchmetrics.RetrievalHitRate parameter) (torchmetrics.RetrievalMAP parameter) (torchmetrics.RetrievalMRR parameter) (torchmetrics.RetrievalNormalizedDCG parameter) (torchmetrics.RetrievalPrecision parameter) (torchmetrics.RetrievalPrecisionRecallCurve parameter) (torchmetrics.RetrievalRecall parameter) (torchmetrics.RetrievalRPrecision parameter)

eval_func (torchmetrics.functional.permutation_invariant_training parameter) (torchmetrics.PermutationInvariantTraining parameter) extended (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter)

F

feature (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.inception.InceptionScore parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) filter_length (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.SignalDistortionRatio parameter)

float() (torchmetrics.Metric method) forward() (torchmetrics.Metric method) fs (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter)

G

gamma (torchmetrics.image.kid.KernelInceptionDistance parameter) gaussian_kernel (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter)

H

half() (torchmetrics.Metric method)

I

idf (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) ignore_index (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.RetrievalFallOut parameter) (torchmetrics.RetrievalHitRate parameter) (torchmetrics.RetrievalMAP parameter) (torchmetrics.RetrievalMRR parameter) (torchmetrics.RetrievalNormalizedDCG parameter) (torchmetrics.RetrievalPrecision parameter) (torchmetrics.RetrievalPrecisionRecallCurve parameter) (torchmetrics.RetrievalRecall parameter) (torchmetrics.RetrievalRPrecision parameter) (torchmetrics.text.perplexity.Perplexity parameter)

images (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.multimodal.clip_score.CLIPScore.update parameter) img (torchmetrics.functional.image_gradients parameter) (torchmetrics.functional.total_variation parameter) infolm() (in module torchmetrics.functional.text.infolm) information_measure (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) insertion (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.extended_edit_distance parameter) iou_thresholds (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) iou_type (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter)

K

k (torchmetrics.functional.retrieval_fall_out parameter) (torchmetrics.functional.retrieval_hit_rate parameter) (torchmetrics.functional.retrieval_normalized_dcg parameter) (torchmetrics.functional.retrieval_precision parameter) (torchmetrics.functional.retrieval_recall parameter) (torchmetrics.RetrievalFallOut parameter) (torchmetrics.RetrievalHitRate parameter) (torchmetrics.RetrievalNormalizedDCG parameter) (torchmetrics.RetrievalPrecision parameter) (torchmetrics.RetrievalRecall parameter) k1 (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) k2 (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) keep_base (torchmetrics.MetricCollection.items parameter) (torchmetrics.MetricCollection.keys parameter) keep_same_device (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) keep_vars (torchmetrics.Metric.state_dict parameter), [1] kernel_size (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.UniversalImageQualityIndex parameter) kwargs (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.audio.stoi.ShortTimeObjectiveIntelligibility parameter) (torchmetrics.BLEUScore parameter) (torchmetrics.BootStrapper parameter) (torchmetrics.CatMetric parameter) (torchmetrics.CharErrorRate parameter) (torchmetrics.CHRFScore parameter) (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.ConcordanceCorrCoef parameter) (torchmetrics.CosineSimilarity parameter) (torchmetrics.CramersV parameter) (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) (torchmetrics.Dice parameter) (torchmetrics.ExplainedVariance parameter) (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.permutation_invariant_training parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.inception.InceptionScore parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) (torchmetrics.KendallRankCorrCoef parameter) (torchmetrics.KLDivergence parameter) (torchmetrics.LogCoshError parameter) (torchmetrics.MatchErrorRate parameter) (torchmetrics.MaxMetric parameter) (torchmetrics.MeanAbsoluteError parameter) (torchmetrics.MeanAbsolutePercentageError parameter) (torchmetrics.MeanSquaredError parameter) (torchmetrics.MeanSquaredLogError parameter) (torchmetrics.Metric parameter), [1] (torchmetrics.MinMaxMetric parameter) (torchmetrics.MinMetric parameter) (torchmetrics.multimodal.clip_score.CLIPScore parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.PeakSignalNoiseRatio parameter) (torchmetrics.PearsonCorrCoef parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.PermutationInvariantTraining parameter) (torchmetrics.R2Score parameter) (torchmetrics.RetrievalFallOut parameter) (torchmetrics.RetrievalHitRate parameter) (torchmetrics.RetrievalMAP parameter) (torchmetrics.RetrievalMRR parameter) (torchmetrics.RetrievalNormalizedDCG parameter) (torchmetrics.RetrievalPrecision parameter) (torchmetrics.RetrievalPrecisionRecallCurve parameter) (torchmetrics.RetrievalRecall parameter) (torchmetrics.RetrievalRPrecision parameter) (torchmetrics.SacreBLEUScore parameter) (torchmetrics.ScaleInvariantSignalDistortionRatio parameter) (torchmetrics.ScaleInvariantSignalNoiseRatio parameter) (torchmetrics.SignalDistortionRatio parameter) (torchmetrics.SignalNoiseRatio parameter) (torchmetrics.SpearmanCorrCoef parameter) (torchmetrics.SpectralAngleMapper parameter) (torchmetrics.SpectralDistortionIndex parameter) (torchmetrics.SQuAD parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.SumMetric parameter) (torchmetrics.SymmetricMeanAbsolutePercentageError parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.perplexity.Perplexity parameter) (torchmetrics.text.rouge.ROUGEScore parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TotalVariation parameter) (torchmetrics.TranslationEditRate parameter) (torchmetrics.TschuprowsT parameter) (torchmetrics.TweedieDevianceScore parameter) (torchmetrics.UniversalImageQualityIndex parameter) (torchmetrics.WeightedMeanAbsolutePercentageError parameter) (torchmetrics.WordErrorRate parameter) (torchmetrics.WordInfoLost parameter) (torchmetrics.WordInfoPreserved parameter)

L

label_tensor (torchmetrics.utilities.data.to_onehot parameter) labels (torchmetrics.ClasswiseWrapper parameter) lang (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) language (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.extended_edit_distance parameter) load_diag (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.SignalDistortionRatio parameter)

log_prob (torchmetrics.functional.kl_divergence parameter) (torchmetrics.KLDivergence parameter) lowercase (torchmetrics.CHRFScore parameter) (torchmetrics.functional.chrf_score parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.SacreBLEUScore parameter) (torchmetrics.TranslationEditRate parameter)

M

matrix (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) max_detection_thresholds (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) max_fpr (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.functional.classification.binary_auroc parameter) max_k (torchmetrics.functional.retrieval_precision_recall_curve parameter) (torchmetrics.RetrievalPrecisionRecallCurve parameter) max_length (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter) maximize (torchmetrics.MetricTracker parameter) mdmc_average (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter) mean (torchmetrics.BootStrapper parameter) Metric (class in torchmetrics) metric (torchmetrics.ClasswiseWrapper parameter) (torchmetrics.MetricTracker parameter) metric_func (torchmetrics.functional.permutation_invariant_training parameter) (torchmetrics.PermutationInvariantTraining parameter) metrics (torchmetrics.MetricCollection parameter) min_precision (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) mode (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) model (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) model_name_or_path (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.multimodal.clip_score.CLIPScore parameter) (torchmetrics.text.infolm.InfoLM parameter) model_type (torchmetrics.text.bert.BERTScore parameter) multiclass (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter) multiclass_mode (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) multidim_average (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter)

multioutput (torchmetrics.ExplainedVariance parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.R2Score parameter)

N

n_bins (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) n_char_order (torchmetrics.CHRFScore parameter) (torchmetrics.functional.chrf_score parameter) n_gram (torchmetrics.BLEUScore parameter) (torchmetrics.functional.bleu_score parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.SacreBLEUScore parameter) n_processes (torchmetrics.audio.pesq.PerceptualEvaluationSpeechQuality parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) n_word_order (torchmetrics.CHRFScore parameter) (torchmetrics.functional.chrf_score parameter) name (torchmetrics.Metric.add_state parameter), [1] nan_replace_value (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) nan_strategy (torchmetrics.CatMetric parameter) (torchmetrics.CramersV parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.nominal.cramers_v_matrix parameter) (torchmetrics.functional.nominal.pearsons_contingency_coefficient_matrix parameter) (torchmetrics.functional.nominal.theils_u_matrix parameter) (torchmetrics.functional.nominal.tschuprows_t_matrix parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.MaxMetric parameter) (torchmetrics.MeanMetric parameter) (torchmetrics.MinMetric parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.SumMetric parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) net_type (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) no_punctuation (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.TranslationEditRate parameter) norm (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) normalize (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.TranslationEditRate parameter) normalizer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) num_bootstraps (torchmetrics.BootStrapper parameter) num_classes (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.CramersV parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.dice parameter) (torchmetrics.PearsonsContingencyCoefficient parameter) (torchmetrics.TheilsU parameter) (torchmetrics.TschuprowsT parameter) (torchmetrics.utilities.data.to_onehot parameter)

num_labels (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) num_layers (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) num_outputs (torchmetrics.ConcordanceCorrCoef parameter) (torchmetrics.KendallRankCorrCoef parameter) (torchmetrics.LogCoshError parameter) (torchmetrics.MultioutputWrapper parameter) (torchmetrics.PearsonCorrCoef parameter) (torchmetrics.R2Score parameter) (torchmetrics.SpearmanCorrCoef parameter) num_threads (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter)

O

output_dim (torchmetrics.MultioutputWrapper parameter)

P

p (torchmetrics.functional.kl_divergence parameter) (torchmetrics.functional.spectral_distortion_index parameter) (torchmetrics.SpectralDistortionIndex parameter) persistent (torchmetrics.Metric.add_state parameter), [1] persistent() (torchmetrics.Metric method) postfix (torchmetrics.MetricCollection parameter) (torchmetrics.MetricCollection.clone parameter) power (torchmetrics.functional.tweedie_deviance_score parameter) (torchmetrics.TweedieDevianceScore parameter) preds (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.CramersV.update parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) (torchmetrics.functional.bleu_score parameter) (torchmetrics.functional.char_error_rate parameter) (torchmetrics.functional.chrf_score parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.concordance_corrcoef parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.error_relative_global_dimensionless_synthesis parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.extended_edit_distance parameter) (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.functional.log_cosh_error parameter) (torchmetrics.functional.match_error_rate parameter) (torchmetrics.functional.mean_absolute_error parameter) (torchmetrics.functional.mean_absolute_percentage_error parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.functional.mean_squared_log_error parameter) (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.functional.pearson_corrcoef parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.permutation_invariant_training parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.functional.retrieval_average_precision parameter) (torchmetrics.functional.retrieval_fall_out parameter) (torchmetrics.functional.retrieval_hit_rate parameter) (torchmetrics.functional.retrieval_normalized_dcg parameter) (torchmetrics.functional.retrieval_precision parameter) (torchmetrics.functional.retrieval_precision_recall_curve parameter) (torchmetrics.functional.retrieval_r_precision parameter) (torchmetrics.functional.retrieval_recall parameter) (torchmetrics.functional.retrieval_reciprocal_rank parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.functional.scale_invariant_signal_distortion_ratio parameter) (torchmetrics.functional.scale_invariant_signal_noise_ratio parameter) (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.functional.signal_noise_ratio parameter) (torchmetrics.functional.spearman_corrcoef parameter) (torchmetrics.functional.spectral_angle_mapper parameter) (torchmetrics.functional.spectral_distortion_index parameter) (torchmetrics.functional.squad parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.symmetric_mean_absolute_percentage_error parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.functional.tweedie_deviance_score parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.functional.weighted_mean_absolute_percentage_error parameter) (torchmetrics.functional.word_error_rate parameter) (torchmetrics.functional.word_information_lost parameter) (torchmetrics.functional.word_information_preserved parameter) (torchmetrics.PearsonsContingencyCoefficient.update parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.TheilsU.update parameter) (torchmetrics.TschuprowsT.update parameter)

prefix (torchmetrics.Metric.state_dict parameter), [1] (torchmetrics.MetricCollection parameter) (torchmetrics.MetricCollection.clone parameter) prob_tensor (torchmetrics.utilities.data.select_topk parameter) process_group (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1]

Q

q (torchmetrics.functional.kl_divergence parameter)

quantile (torchmetrics.BootStrapper parameter)

R

ratio (torchmetrics.functional.error_relative_global_dimensionless_synthesis parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) raw (torchmetrics.BootStrapper parameter) rec_thresholds (torchmetrics.detection.mean_ap.MeanAveragePrecision parameter) reduction (torchmetrics.CosineSimilarity parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.error_relative_global_dimensionless_synthesis parameter) (torchmetrics.functional.kl_divergence parameter) (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.functional.spectral_angle_mapper parameter) (torchmetrics.functional.spectral_distortion_index parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.total_variation parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.image.ergas.ErrorRelativeGlobalDimensionlessSynthesis parameter) (torchmetrics.image.lpip.LearnedPerceptualImagePatchSimilarity parameter) (torchmetrics.KLDivergence parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.PeakSignalNoiseRatio parameter) (torchmetrics.SpectralAngleMapper parameter) (torchmetrics.SpectralDistortionIndex parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.TotalVariation parameter) (torchmetrics.UniversalImageQualityIndex parameter)

remove_nans (torchmetrics.MultioutputWrapper parameter) rescale_with_baseline (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) reset() (torchmetrics.Metric method) reset_real_features (torchmetrics.image.fid.FrechetInceptionDistance parameter) (torchmetrics.image.kid.KernelInceptionDistance parameter) return_contrast_sensitivity (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) return_full_image (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) return_hash (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) return_sentence_level_score (torchmetrics.CHRFScore parameter) (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.chrf_score parameter) (torchmetrics.functional.extended_edit_distance parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.text.infolm.InfoLM parameter) (torchmetrics.TranslationEditRate parameter) return_step (torchmetrics.MetricTracker.best_metric parameter) rho (torchmetrics.ExtendedEditDistance parameter) (torchmetrics.functional.extended_edit_distance parameter) rouge_keys (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter)

S

sampling_strategy (torchmetrics.BootStrapper parameter) set_dtype() (torchmetrics.Metric method) should_sync (torchmetrics.Metric.sync parameter), [1] (torchmetrics.Metric.sync_context parameter), [1] should_unsync (torchmetrics.Metric.sync_context parameter), [1] (torchmetrics.Metric.unsync parameter), [1] sigma (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.MultiScaleStructuralSimilarityIndexMeasure parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.UniversalImageQualityIndex parameter) smooth (torchmetrics.BLEUScore parameter) (torchmetrics.functional.bleu_score parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.SacreBLEUScore parameter)

spectral_distortion_index() (in module torchmetrics.functional) splits (torchmetrics.image.inception.InceptionScore parameter) squared (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.MeanSquaredError parameter) squeeze_outputs (torchmetrics.MultioutputWrapper parameter) state_dict() (torchmetrics.Metric method) std (torchmetrics.BootStrapper parameter) subset_size (torchmetrics.image.kid.KernelInceptionDistance parameter) subsets (torchmetrics.image.kid.KernelInceptionDistance parameter) sync() (torchmetrics.Metric method) sync_context() (torchmetrics.Metric method)

T

t_test (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) target (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.functional.audio.pesq.perceptual_evaluation_speech_quality parameter) (torchmetrics.functional.audio.stoi.short_time_objective_intelligibility parameter) (torchmetrics.functional.bleu_score parameter) (torchmetrics.functional.char_error_rate parameter) (torchmetrics.functional.chrf_score parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.concordance_corrcoef parameter) (torchmetrics.functional.cosine_similarity parameter) (torchmetrics.functional.cramers_v parameter) (torchmetrics.functional.dice parameter) (torchmetrics.functional.error_relative_global_dimensionless_synthesis parameter) (torchmetrics.functional.explained_variance parameter) (torchmetrics.functional.extended_edit_distance parameter) (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.functional.log_cosh_error parameter) (torchmetrics.functional.match_error_rate parameter) (torchmetrics.functional.mean_absolute_error parameter) (torchmetrics.functional.mean_absolute_percentage_error parameter) (torchmetrics.functional.mean_squared_error parameter) (torchmetrics.functional.mean_squared_log_error parameter) (torchmetrics.functional.multiscale_structural_similarity_index_measure parameter) (torchmetrics.functional.peak_signal_noise_ratio parameter) (torchmetrics.functional.pearson_corrcoef parameter) (torchmetrics.functional.pearsons_contingency_coefficient parameter) (torchmetrics.functional.permutation_invariant_training parameter) (torchmetrics.functional.r2_score parameter) (torchmetrics.functional.retrieval_average_precision parameter) (torchmetrics.functional.retrieval_fall_out parameter) (torchmetrics.functional.retrieval_hit_rate parameter) (torchmetrics.functional.retrieval_normalized_dcg parameter) (torchmetrics.functional.retrieval_precision parameter) (torchmetrics.functional.retrieval_precision_recall_curve parameter) (torchmetrics.functional.retrieval_r_precision parameter) (torchmetrics.functional.retrieval_recall parameter) (torchmetrics.functional.retrieval_reciprocal_rank parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.functional.scale_invariant_signal_distortion_ratio parameter) (torchmetrics.functional.scale_invariant_signal_noise_ratio parameter) (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.functional.signal_noise_ratio parameter) (torchmetrics.functional.spearman_corrcoef parameter) (torchmetrics.functional.spectral_angle_mapper parameter) (torchmetrics.functional.spectral_distortion_index parameter) (torchmetrics.functional.squad parameter) (torchmetrics.functional.structural_similarity_index_measure parameter) (torchmetrics.functional.symmetric_mean_absolute_percentage_error parameter) (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.functional.text.perplexity.perplexity parameter) (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.functional.theils_u parameter) (torchmetrics.functional.translation_edit_rate parameter) (torchmetrics.functional.tschuprows_t parameter) (torchmetrics.functional.universal_image_quality_index parameter) (torchmetrics.functional.weighted_mean_absolute_percentage_error parameter) (torchmetrics.functional.word_error_rate parameter) (torchmetrics.functional.word_information_lost parameter) (torchmetrics.functional.word_information_preserved parameter) (torchmetrics.PearsonsContingencyCoefficient.update parameter) (torchmetrics.StructuralSimilarityIndexMeasure parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.TschuprowsT.update parameter)

targets (torchmetrics.functional.tweedie_deviance_score parameter) temperature (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.infolm.InfoLM parameter) text (torchmetrics.functional.multimodal.clip_score.clip_score parameter) (torchmetrics.multimodal.clip_score.CLIPScore.update parameter) threshold (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter) (torchmetrics.functional.dice parameter) thresholds (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) tokenize (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.SacreBLEUScore parameter) tokenizer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter) top_k (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.Dice parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.dice parameter) topk (torchmetrics.utilities.data.select_topk parameter) type() (torchmetrics.Metric method)

U

unsync() (torchmetrics.Metric method) update() (torchmetrics.Metric method) use_cg_iter (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.SignalDistortionRatio parameter) use_stemmer (torchmetrics.functional.text.rouge.rouge_score parameter) (torchmetrics.text.rouge.ROUGEScore parameter)

user_forward_fn (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter) user_tokenizer (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.text.bert.BERTScore parameter)

V

validate_args (torchmetrics.classification.BinaryAccuracy parameter) (torchmetrics.classification.BinaryAUROC parameter) (torchmetrics.classification.BinaryAveragePrecision parameter) (torchmetrics.classification.BinaryCalibrationError parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.BinaryConfusionMatrix parameter) (torchmetrics.classification.BinaryF1Score parameter) (torchmetrics.classification.BinaryFBetaScore parameter) (torchmetrics.classification.BinaryHammingDistance parameter) (torchmetrics.classification.BinaryHingeLoss parameter) (torchmetrics.classification.BinaryJaccardIndex parameter) (torchmetrics.classification.BinaryMatthewsCorrCoef parameter) (torchmetrics.classification.BinaryPrecision parameter) (torchmetrics.classification.BinaryPrecisionRecallCurve parameter) (torchmetrics.classification.BinaryRecall parameter) (torchmetrics.classification.BinaryRecallAtFixedPrecision parameter) (torchmetrics.classification.BinaryROC parameter) (torchmetrics.classification.BinarySpecificity parameter) (torchmetrics.classification.BinaryStatScores parameter) (torchmetrics.classification.MulticlassAccuracy parameter) (torchmetrics.classification.MulticlassAUROC parameter) (torchmetrics.classification.MulticlassAveragePrecision parameter) (torchmetrics.classification.MulticlassCalibrationError parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.classification.MulticlassConfusionMatrix parameter) (torchmetrics.classification.MulticlassExactMatch parameter) (torchmetrics.classification.MulticlassF1Score parameter) (torchmetrics.classification.MulticlassFBetaScore parameter) (torchmetrics.classification.MulticlassHammingDistance parameter) (torchmetrics.classification.MulticlassHingeLoss parameter) (torchmetrics.classification.MulticlassJaccardIndex parameter) (torchmetrics.classification.MulticlassMatthewsCorrCoef parameter) (torchmetrics.classification.MulticlassPrecision parameter) (torchmetrics.classification.MulticlassPrecisionRecallCurve parameter) (torchmetrics.classification.MulticlassRecall parameter) (torchmetrics.classification.MulticlassRecallAtFixedPrecision parameter) (torchmetrics.classification.MulticlassROC parameter) (torchmetrics.classification.MulticlassSpecificity parameter) (torchmetrics.classification.MulticlassStatScores parameter) (torchmetrics.classification.MultilabelAccuracy parameter) (torchmetrics.classification.MultilabelAUROC parameter) (torchmetrics.classification.MultilabelAveragePrecision parameter) (torchmetrics.classification.MultilabelConfusionMatrix parameter) (torchmetrics.classification.MultilabelCoverageError parameter) (torchmetrics.classification.MultilabelExactMatch parameter) (torchmetrics.classification.MultilabelF1Score parameter) (torchmetrics.classification.MultilabelFBetaScore parameter) (torchmetrics.classification.MultilabelHammingDistance parameter) (torchmetrics.classification.MultilabelJaccardIndex parameter) (torchmetrics.classification.MultilabelMatthewsCorrCoef parameter) (torchmetrics.classification.MultilabelPrecision parameter) (torchmetrics.classification.MultilabelPrecisionRecallCurve parameter) (torchmetrics.classification.MultilabelRankingAveragePrecision parameter) (torchmetrics.classification.MultilabelRankingLoss parameter) (torchmetrics.classification.MultilabelRecall parameter) (torchmetrics.classification.MultilabelRecallAtFixedPrecision parameter) (torchmetrics.classification.MultilabelROC parameter) (torchmetrics.classification.MultilabelSpecificity parameter) (torchmetrics.classification.MultilabelStatScores parameter) (torchmetrics.functional.classification.binary_accuracy parameter) (torchmetrics.functional.classification.binary_auroc parameter) (torchmetrics.functional.classification.binary_average_precision parameter) (torchmetrics.functional.classification.binary_calibration_error parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.binary_confusion_matrix parameter) (torchmetrics.functional.classification.binary_f1_score parameter) (torchmetrics.functional.classification.binary_fbeta_score parameter) (torchmetrics.functional.classification.binary_hamming_distance parameter) (torchmetrics.functional.classification.binary_hinge_loss parameter) (torchmetrics.functional.classification.binary_jaccard_index parameter) (torchmetrics.functional.classification.binary_matthews_corrcoef parameter) (torchmetrics.functional.classification.binary_precision parameter) (torchmetrics.functional.classification.binary_precision_recall_curve parameter) (torchmetrics.functional.classification.binary_recall parameter) (torchmetrics.functional.classification.binary_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.binary_roc parameter) (torchmetrics.functional.classification.binary_specificity parameter) (torchmetrics.functional.classification.binary_stat_scores parameter) (torchmetrics.functional.classification.multiclass_accuracy parameter) (torchmetrics.functional.classification.multiclass_auroc parameter) (torchmetrics.functional.classification.multiclass_average_precision parameter) (torchmetrics.functional.classification.multiclass_calibration_error parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_confusion_matrix parameter) (torchmetrics.functional.classification.multiclass_exact_match parameter) (torchmetrics.functional.classification.multiclass_f1_score parameter) (torchmetrics.functional.classification.multiclass_fbeta_score parameter) (torchmetrics.functional.classification.multiclass_hamming_distance parameter) (torchmetrics.functional.classification.multiclass_hinge_loss parameter) (torchmetrics.functional.classification.multiclass_jaccard_index parameter) (torchmetrics.functional.classification.multiclass_matthews_corrcoef parameter) (torchmetrics.functional.classification.multiclass_precision parameter) (torchmetrics.functional.classification.multiclass_precision_recall_curve parameter) (torchmetrics.functional.classification.multiclass_recall parameter) (torchmetrics.functional.classification.multiclass_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multiclass_roc parameter) (torchmetrics.functional.classification.multiclass_specificity parameter) (torchmetrics.functional.classification.multiclass_stat_scores parameter) (torchmetrics.functional.classification.multilabel_accuracy parameter) (torchmetrics.functional.classification.multilabel_auroc parameter) (torchmetrics.functional.classification.multilabel_average_precision parameter) (torchmetrics.functional.classification.multilabel_confusion_matrix parameter) (torchmetrics.functional.classification.multilabel_coverage_error parameter) (torchmetrics.functional.classification.multilabel_exact_match parameter), [1] (torchmetrics.functional.classification.multilabel_f1_score parameter) (torchmetrics.functional.classification.multilabel_fbeta_score parameter) (torchmetrics.functional.classification.multilabel_hamming_distance parameter) (torchmetrics.functional.classification.multilabel_jaccard_index parameter) (torchmetrics.functional.classification.multilabel_matthews_corrcoef parameter) (torchmetrics.functional.classification.multilabel_precision parameter) (torchmetrics.functional.classification.multilabel_precision_recall_curve parameter) (torchmetrics.functional.classification.multilabel_ranking_average_precision parameter) (torchmetrics.functional.classification.multilabel_ranking_loss parameter) (torchmetrics.functional.classification.multilabel_recall parameter) (torchmetrics.functional.classification.multilabel_recall_at_fixed_precision parameter) (torchmetrics.functional.classification.multilabel_roc parameter) (torchmetrics.functional.classification.multilabel_specificity parameter) (torchmetrics.functional.classification.multilabel_stat_scores parameter)

variant (torchmetrics.functional.kendall_rank_corrcoef parameter) (torchmetrics.KendallRankCorrCoef parameter) verbose (torchmetrics.functional.text.bert.bert_score parameter) (torchmetrics.functional.text.infolm.infolm parameter) (torchmetrics.text.bert.BERTScore parameter) (torchmetrics.text.infolm.InfoLM parameter)

W

weights (torchmetrics.BLEUScore parameter) (torchmetrics.classification.BinaryCohenKappa parameter) (torchmetrics.classification.MulticlassCohenKappa parameter) (torchmetrics.functional.bleu_score parameter) (torchmetrics.functional.classification.binary_cohen_kappa parameter) (torchmetrics.functional.classification.multiclass_cohen_kappa parameter) (torchmetrics.functional.sacre_bleu_score parameter) (torchmetrics.SacreBLEUScore parameter)

whitespace (torchmetrics.CHRFScore parameter) (torchmetrics.functional.chrf_score parameter)

X

x (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) (torchmetrics.utilities.data.to_categorical parameter)

Y

y (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter)

Z

zero_diagonal (torchmetrics.functional.pairwise_cosine_similarity parameter) (torchmetrics.functional.pairwise_euclidean_distance parameter) (torchmetrics.functional.pairwise_linear_similarity parameter) (torchmetrics.functional.pairwise_manhattan_distance parameter) zero_division (torchmetrics.Dice parameter) (torchmetrics.functional.dice parameter)

zero_mean (torchmetrics.functional.scale_invariant_signal_distortion_ratio parameter) (torchmetrics.functional.signal_distortion_ratio parameter) (torchmetrics.functional.signal_noise_ratio parameter) (torchmetrics.ScaleInvariantSignalDistortionRatio parameter) (torchmetrics.SignalDistortionRatio parameter) (torchmetrics.SignalNoiseRatio parameter)