List of all items

Structs

• MetricCollection
• advanced_ml::ContinualLearningMetrics
• advanced_ml::DomainAdaptationMetrics
• advanced_ml::FewShotMetrics
• advanced_ml::MetaLearningMetrics
• classification::Accuracy
• classification::ConfusionMatrix
• classification::F1Score
• classification::MultiClassMetrics
• classification::Precision
• classification::Recall
• classification::ThresholdMetrics
• clustering::AdjustedRandIndex
• clustering::CalinskiHarabasz
• clustering::DaviesBouldin
• clustering::DunnIndex
• clustering::Inertia
• clustering::NormalizedMutualInfo
• clustering::SilhouetteScore
• clustering::VMeasure
• deep_learning::BleuScore
• deep_learning::DeepLearningMetrics
• deep_learning::FidScore
• deep_learning::InceptionScore
• deep_learning::Perplexity
• deep_learning::RougeMetrics
• deep_learning::RougeScore
• deep_learning::SemanticSimilarity
• deep_learning::VectorizedFidScore
• deep_learning::VectorizedInceptionScore
• deep_learning::VectorizedPerplexity
• deep_learning::VectorizedSemanticSimilarity
• explainability::ExplainabilityMetrics
• fairness::BiasAmplification
• fairness::Calibration
• fairness::DemographicParity
• fairness::EqualizedOdds
• fairness::FairnessMetrics
• fairness::IndividualFairness
• gpu::GpuAccuracy
• gpu::GpuBatchMetrics
• gpu::GpuConfusionMatrix
• memory_efficient::ChunkedEvaluator
• memory_efficient::MemoryEfficientAccuracy
• memory_efficient::MemoryEfficientMAE
• memory_efficient::MemoryEfficientMSE
• memory_efficient::OnlineConfusionMatrix
• mlflow::ExperimentTracker
• mlflow::MLflowClient
• mlflow::MLflowRun
• model_selection::AIC
• model_selection::AICc
• model_selection::BIC
• model_selection::CVModelComparison
• model_selection::CVModelSelection
• model_selection::HQIC
• model_selection::ModelComparisonReport
• model_selection::MultiModelComparison
• parallel::ParallelAccuracy
• parallel::ParallelConfusionMatrix
• parallel::ParallelCrossValidation
• parallel::ParallelMetricCollection
• ranking::Coverage
• ranking::Diversity
• ranking::F1AtK
• ranking::HitRateAtK
• ranking::IRMetrics
• ranking::LearningToRankMetrics
• ranking::MeanAveragePrecision
• ranking::MeanReciprocalRank
• ranking::NDCG
• ranking::Novelty
• ranking::PrecisionAtK
• ranking::RankingAUC
• ranking::RecallAtK
• regression::ExplainedVariance
• regression::HuberLoss
• regression::LogCoshLoss
• regression::MAE
• regression::MAPE
• regression::MSE
• regression::QuantileLoss
• regression::R2Score
• regression::RMSE
• regression::SMAPE
• regression_diagnostics::RegressionDiagnosticReport
• regression_diagnostics::ResidualDiagnostics
• reporting::ComparisonReport
• reporting::MetricReport
• reporting::ReportBuilder
• reporting::ReportSummary
• robustness::RobustnessReport
• sklearn_compat::SklearnAccuracy
• sklearn_compat::SklearnF1Score
• sklearn_compat::SklearnMeanAbsoluteError
• sklearn_compat::SklearnMeanSquaredError
• sklearn_compat::SklearnPrecision
• sklearn_compat::SklearnR2Score
• sklearn_compat::SklearnRecall
• statistical_tests::FiveByTwoCVTest
• statistical_tests::FriedmanTest
• statistical_tests::KruskalWallisTest
• statistical_tests::MannWhitneyTest
• statistical_tests::McNemarTest
• statistical_tests::NemenyiTest
• statistical_tests::PairedTTest
• statistical_tests::WilcoxonTest
• statistics::BootstrapCI
• statistics::BootstrapResult
• statistics::CrossValidationResult
• statistics::CrossValidator
• statistics::EffectSize
• statistics::HypothesisTestResult
• statistics::McNemarTest
• statistics::MultipleComparisonCorrection
• statistics::PermutationTest
• statistics::StabilityAnalyzer
• streaming::StreamingAUROC
• streaming::StreamingAccuracy
• streaming::StreamingConfusionMatrix
• streaming::StreamingMetricCollection
• streaming::StreamingStats
• tensorboard::MetricLogger
• tensorboard::TensorBoardWriter
• uncertainty::BayesianUncertainty
• uncertainty::BrierScore
• uncertainty::CalibrationMetrics
• uncertainty::EnsembleUncertainty
• uncertainty::EntropyMeasures
• uncertainty::ExpectedCalibrationError
• uncertainty::MCDropoutUncertainty
• uncertainty::MaximumCalibrationError
• uncertainty::PredictionIntervalCoverage
• uncertainty::ReliabilityDiagram
• uncertainty::UncertaintyDecomposition
• utils::MetricEvaluationResult
• visualization::CalibrationCurvePlot
• visualization::ConfusionMatrixPlot
• visualization::FeatureImportancePlot
• visualization::InteractiveDashboard
• visualization::LatexReportBuilder
• visualization::LearningCurvePlot
• visualization::MetricComparisonPlot
• visualization::PRCurvePlot
• visualization::ROCCurvePlot
• visualization::VisualizationAggregator
• wandb::LogEntry
• wandb::WandbClient

Enums

• classification::AverageMethod
• clustering::DistanceMetric
• deep_learning::RougeType
• deep_learning::SimilarityType
• model_selection::CVScoreType
• regression::MultiOutputMethod
• reporting::ReportFormat
• utils::CalibrationStatus
• utils::OptimizeMetric
• visualization::ExportFormat

Traits

• Metric
• memory_efficient::StreamingMetric
• sklearn_compat::SklearnMetric
• streaming::StreamingMetricTrait

Functions

• explainability::attribution_agreement
• explainability::counterfactual_validity
• explainability::explanation_completeness
• explainability::explanation_faithfulness
• explainability::feature_importance_stability
• explainability::feature_monotonicity
• explainability::interaction_strength
• regression_diagnostics::breusch_pagan_test
• regression_diagnostics::calculate_leverage
• regression_diagnostics::condition_number
• regression_diagnostics::cooks_distance
• regression_diagnostics::dffits
• regression_diagnostics::durbin_watson
• regression_diagnostics::variance_inflation_factor
• robustness::adversarial_accuracy
• robustness::attack_success_rate
• robustness::certified_robustness_radius
• robustness::confidence_stability
• robustness::corruption_robustness
• robustness::gradient_stability
• robustness::noise_sensitivity
• robustness::ood_detection_score
• robustness::robustness_accuracy_tradeoff
• time_series::dtw_distance
• time_series::error_autocorrelation
• time_series::mape
• time_series::mase
• time_series::mean_directional_accuracy
• time_series::msis
• time_series::smape
• time_series::theil_u
• time_series::tracking_signal
• utils::bootstrap_ci
• utils::calibration_check
• utils::compute_class_weights
• utils::confidence_statistics
• utils::detect_calibration_status
• utils::evaluate_classification
• utils::find_optimal_threshold
• utils::format_metric_report
• utils::one_hot
• utils::prepare_confusion_matrix_data
• utils::probs_to_preds
• utils::quick_eval