List of all items

Structs

• adaboost::AdaBoostClassifier
• adaboost::AdaBoostConfig
• adaboost::DecisionTreeClassifier
• adaboost::DecisionTreeRegressor
• adaboost::LogitBoostClassifier
• adaboost::LogitBoostConfig
• adversarial::AdversarialEnsembleClassifier
• adversarial::AdversarialEnsembleConfig
• adversarial::AdversarialPredictionResults
• adversarial::RobustnessMetrics
• analysis::CalibrationMetrics
• analysis::ConfidenceMetrics
• analysis::EnsembleAnalyzer
• analysis::FeatureImportanceAnalysis
• analysis::ReliabilityDiagram
• analysis::UncertaintyDecomposition
• analysis::UncertaintyQuantification
• bagging::BaggingClassifier
• bagging::BaggingConfig
• bagging::BaggingRegressor
• compression::BayesianEnsembleOptimizer
• compression::CompressedEnsemble
• compression::CompressionConfig
• compression::CompressionMetadata
• compression::CompressionStats
• compression::EnsembleCompressor
• compression::EnsemblePruner
• compression::KnowledgeDistillationTrainer
• compression::QuantizationParams
• compression::SparsityInfo
• cpu_optimization::CacheOptimizedMatrixOps
• cpu_optimization::CpuOptimizationConfig
• cpu_optimization::CpuOptimizer
• cpu_optimization::LoopOptimizedAlgorithms
• cpu_optimization::PerformanceCounters
• cpu_optimization::VectorizedEnsembleOps
• gpu_acceleration::GpuConfig
• gpu_acceleration::GpuContext
• gpu_acceleration::GpuDeviceInfo
• gpu_acceleration::GpuEnsembleTrainer
• gpu_acceleration::GpuMemoryBlock
• gpu_acceleration::GpuMemoryManager
• gpu_acceleration::GpuProfiler
• gpu_acceleration::GpuTensorOps
• gpu_acceleration::GradientBoostingKernels
• gpu_acceleration::HistogramKernel
• gpu_acceleration::PredictionKernel
• gpu_acceleration::ProfilingResults
• gpu_acceleration::SplitFindingKernel
• gpu_acceleration::TreeUpdateKernel
• gradient_boosting::FeatureImportanceMetrics
• gradient_boosting::GradientBoostingClassifier
• gradient_boosting::GradientBoostingClassifierBuilder
• gradient_boosting::GradientBoostingConfig
• gradient_boosting::GradientBoostingRegressor
• gradient_boosting::GradientBoostingRegressorBuilder
• gradient_boosting::TrainedGradientBoostingClassifier
• gradient_boosting::TrainedGradientBoostingRegressor
• imbalanced::CostSensitiveConfig
• imbalanced::ImbalancedEnsembleClassifier
• imbalanced::ImbalancedEnsembleClassifierBuilder
• imbalanced::ImbalancedEnsembleConfig
• imbalanced::ImbalancedEnsembleConfigBuilder
• imbalanced::SMOTEConfig
• imbalanced::SMOTESampler
• imbalanced::SamplingQualityMetrics
• imbalanced::SamplingResult
• memory_efficient::IncrementalLinearRegression
• memory_efficient::MemoryEfficientConfig
• memory_efficient::MemoryEfficientEnsemble
• mixed_precision::AMPContext
• mixed_precision::GradientScaler
• mixed_precision::MixedPrecisionConfig
• mixed_precision::MixedPrecisionGradientAccumulator
• mixed_precision::MixedPrecisionTrainer
• mixed_precision::ScalerState
• monitoring::DegradationIndicators
• monitoring::DriftDetectionResult
• monitoring::EnsembleMonitor
• monitoring::MonitoringConfig
• monitoring::MonitoringResults
• monitoring::PerformanceDataPoint
• monitoring::PerformanceTrend
• multi_label::MultiLabelEnsembleClassifier
• multi_label::MultiLabelEnsembleConfig
• multi_label::MultiLabelPredictionResults
• multi_label::MultiLabelTrainingResults
• multi_task::ConvergenceInfo
• multi_task::MultiTaskEnsembleClassifier
• multi_task::MultiTaskEnsembleConfig
• multi_task::MultiTaskEnsembleConfigBuilder
• multi_task::MultiTaskEnsembleRegressor
• multi_task::MultiTaskEnsembleRegressorBuilder
• multi_task::MultiTaskFeatureSelector
• multi_task::MultiTaskTrainingResults
• multi_task::TaskData
• multi_task::TaskHierarchy
• multi_task::TaskMetrics
• parallel::AsyncEnsembleCoordinator
• parallel::DataPartition
• parallel::FederatedEnsembleCoordinator
• parallel::ParallelConfig
• parallel::ParallelEnsembleTrainer
• parallel::ParallelPerformanceMetrics
• regularized::DropoutEnsemble
• regularized::OptimizerState
• regularized::RegularizationStep
• regularized::RegularizedEnsembleClassifier
• regularized::RegularizedEnsembleConfig
• regularized::RegularizedEnsembleConfigBuilder
• regularized::RegularizedEnsembleRegressor
• regularized::RegularizedEnsembleRegressorBuilder
• simd_ops::SimdOps
• simd_stacking::StackingEnsembleModel
• stacking::blending::BlendingClassifier
• stacking::config::MultiLayerStackingConfig
• stacking::config::StackingConfig
• stacking::config::StackingLayerConfig
• stacking::meta_learning::MetaLearner
• stacking::multi_layer::MultiLayerStackingClassifier
• stacking::multi_layer::StackingLayer
• stacking::simple_stacking::SimpleStackingClassifier
• streaming::AdaptationConfig
• streaming::AdaptiveStreamingEnsemble
• streaming::ConceptDriftDetector
• streaming::StreamingConfig
• streaming::StreamingEnsemble
• streaming::StreamingLinearRegression
• tensor_ops::ComputationGraph
• tensor_ops::DeviceManager
• tensor_ops::EnsembleTensorOps
• tensor_ops::GraphEdge
• tensor_ops::GraphNode
• tensor_ops::TensorConfig
• tensor_ops::TensorOpsContext
• time_series::AdwinDriftDetector
• time_series::DriftStatistics
• time_series::SeasonalComponents
• time_series::TimeSeriesEnsembleClassifier
• time_series::TimeSeriesEnsembleConfig
• time_series::TimeSeriesEnsembleConfigBuilder
• time_series::TimeSeriesEnsembleRegressor
• time_series::TimeSeriesEnsembleRegressorBuilder
• voting::config::EnsembleSizeAnalysis
• voting::config::EnsembleSizeRecommendations
• voting::config::VotingClassifierConfig
• voting::core::VotingClassifier
• voting::core::VotingClassifierBuilder
• voting::ensemble::EnsembleStats
• voting::ensemble::ExternalEstimatorWrapper
• voting::ensemble::MockEstimator

Enums

• adaboost::AdaBoostAlgorithm
• adaboost::SplitCriterion
• adversarial::AdversarialStrategy
• adversarial::AttackMethod
• adversarial::DefensiveStrategy
• adversarial::InputPreprocessing
• analysis::ImportanceAggregationMethod
• compression::AcquisitionFunction
• compression::CompressionStrategy
• gpu_acceleration::GpuBackend
• gradient_boosting::GradientBoostingTree
• gradient_boosting::LossFunction
• imbalanced::BorderlineMode
• imbalanced::CombinationStrategy
• imbalanced::CostSensitiveAlgorithm
• imbalanced::SamplingStrategy
• imbalanced::ThresholdMovingStrategy
• mixed_precision::MixedPrecisionArray
• monitoring::DriftType
• monitoring::ModelHealth
• monitoring::PerformanceMetric
• monitoring::RecommendedAction
• multi_label::LabelCorrelationMethod
• multi_label::LabelTransformationStrategy
• multi_label::MultiLabelAggregationMethod
• multi_task::CrossTaskValidation
• multi_task::TaskSharingStrategy
• multi_task::TaskSimilarityMetric
• multi_task::TaskWeightingStrategy
• parallel::ParallelStrategy
• regularized::WeightOptimizer
• stacking::config::MetaFeatureStrategy
• stacking::config::MetaLearningStrategy
• streaming::DriftDetectionMethod
• tensor_ops::ActivationType
• tensor_ops::AggregationType
• tensor_ops::MemoryLayout
• tensor_ops::ReductionType
• tensor_ops::TensorDevice
• tensor_ops::TensorOperation
• time_series::DriftAdaptationStrategy
• time_series::TemporalAggregationMethod
• time_series::TimeSeriesCVStrategy
• voting::config::UncertaintyMethod
• voting::config::VotingStrategy

Traits

• gpu_acceleration::GpuKernel
• memory_efficient::IncrementalModel
• multi_task::MultiTaskEstimator
• parallel::ParallelTrainable
• stacking::config::BaseEstimator
• stacking::config::MetaEstimator
• streaming::StreamingModel
• time_series::ConceptDriftDetector
• voting::ensemble::EnsembleMember

Macros

• tensor_op

Functions

• gpu_acceleration::detect_available_backends
• memory_efficient::deserialize_incremental_model
• mixed_precision::utils::estimate_memory_savings
• mixed_precision::utils::is_fp16_representable
• mixed_precision::utils::safe_float_to_half
• simd_stacking::simd_aggregate_predictions
• simd_stacking::simd_batch_linear_predictions
• simd_stacking::simd_compute_ensemble_diversity
• simd_stacking::simd_compute_gradients
• simd_stacking::simd_dot_product
• simd_stacking::simd_generate_meta_features
• simd_stacking::simd_linear_prediction
• simd_stacking::simd_train_stacking_ensemble
• stacking::meta_learning::calculate_correlation
• stacking::meta_learning::calculate_diversity
• stacking::simd_operations::simd_aggregate_predictions
• stacking::simd_operations::simd_batch_matmul
• stacking::simd_operations::simd_correlation
• stacking::simd_operations::simd_elementwise
• stacking::simd_operations::simd_entropy
• stacking::simd_operations::simd_generate_meta_features
• stacking::simd_operations::simd_linear_prediction
• stacking::simd_operations::simd_reduce
• stacking::simd_operations::simd_soft_threshold
• stacking::simd_operations::simd_std
• stacking::simd_operations::simd_variance
• stacking::simd_operations::simd_weighted_average
• voting::ensemble::ensemble_utils::calculate_ensemble_diversity
• voting::ensemble::ensemble_utils::get_ensemble_stats
• voting::ensemble::ensemble_utils::prune_ensemble
• voting::ensemble::ensemble_utils::update_ensemble_weights
• voting::simd_ops::simd_adaptive_weights
• voting::simd_ops::simd_add_f32
• voting::simd_ops::simd_aggregate_probabilities
• voting::simd_ops::simd_argmax_f32
• voting::simd_ops::simd_bayesian_averaging
• voting::simd_ops::simd_bootstrap_aggregate
• voting::simd_ops::simd_calculate_ranks
• voting::simd_ops::simd_confidence_f32
• voting::simd_ops::simd_confidence_weighted_voting
• voting::simd_ops::simd_ensemble_disagreement
• voting::simd_ops::simd_entropy_f32
• voting::simd_ops::simd_entropy_weighted_voting
• voting::simd_ops::simd_hard_voting_weighted
• voting::simd_ops::simd_matrix_vector_multiply
• voting::simd_ops::simd_mean_f32
• voting::simd_ops::simd_normalize_f32
• voting::simd_ops::simd_scale_f32
• voting::simd_ops::simd_soft_voting_weighted
• voting::simd_ops::simd_sum_f32
• voting::simd_ops::simd_variance_f32
• voting::simd_ops::simd_variance_weighted_voting
• voting::simd_ops::simd_weighted_sum_f32
• voting::strategies::adaptive_ensemble_voting
• voting::strategies::bootstrap_aggregation_with_uncertainty
• voting::strategies::consensus_voting
• voting::strategies::dynamic_weight_adjustment
• voting::strategies::entropy_f32
• voting::strategies::mean_f32
• voting::strategies::meta_voting
• voting::strategies::rank_based_voting
• voting::strategies::temperature_scaled_voting
• voting::strategies::uncertainty_aware_voting
• voting::strategies::variance_f32
• voting::strategies::weighted_average_f32

Type Aliases

• mixed_precision::Half
• tensor_ops::Tensor
• tensor_ops::TensorShape
• voting::core::TrainedVotingClassifier