List of all items

Structs

• AccuracyComparison
• AdvancedParallelEnsemble
• AlertConfig
• AlgorithmBenchmark
• AlgorithmicCriteria
• AnalysisResult
• ApiVersionInfo
• ArrayPool
• ArrayStats
• AutocompleteTrie
• AutomatedBenchmarkRunner
• BaseEstimatorConfig
• BenchmarkConfig
• BenchmarkResults
• BenchmarkRunResult
• BenchmarkSuite
• CICoverageResult
• CIDConfig
• CodeFormatter
• CodeQualityCriteria
• CompilationImpact
• ContractTestConfig
• ContractTestResult
• ContractTestSummary
• ContractTester
• ContributionChecker
• ContributionConfig
• ContributionResult
• ContributionWorkflow
• CoverageCI
• CoverageCollector
• CoverageConfig
• CoverageReport
• CowDataset
• CrossPlatformModel
• CsvOptions
• DataFrame
• Dataset
• DependencyAnalysis
• DependencyAnalyzer
• DependencyAudit
• DependencyInfo
• DependencyRecommendation
• DependencyReport
• DistributedEnsemble
• DocumentFormatter
• DocumentationCriteria
• EnsembleConfig
• EnsembleParallelConfig
• ErrorChain
• ExampleGenerator
• ExampleValidator
• ExplorerConfig
• FeatureCount
• FittedScikitLearnModel
• FormatDetector
• FormatOptions
• FormatReader
• FormatWriter
• FormattingConfig
• FormattingConfigBuilder
• FormattingIssue
• FormattingReport
• GateResult
• Hdf5Options
• InputSanitizer
• JsonOptions
• LearningPath
• LinearRegressionConfig
• LinearRegressionConfigBuilder
• LiveCodeRunner
• MLFormattingRules
• MatrixOps
• MemoryFootprint
• MemoryOps
• MemoryPoolStats
• MemorySafety
• MemorySafetyGuarantee
• MemoryStatistics
• MockConfig
• MockEnsemble
• MockEstimator
• MockEstimatorBuilder
• MockStateSnapshot
• MockTransformConfig
• MockTransformer
• MockTransformerBuilder
• ModularApiReference
• ModularApiReferenceGenerator
• ModularCodeExample
• ModularCrossReferenceBuilder
• ModularGeneratorConfig
• ModularTraitAnalyzer
• ModularTraitInfo
• ModularTypeExtractor
• ModularTypeInfo
• NumpyArray
• NumpyOptions
• ParallelConfig
• ParallelCrossValidator
• ParallelEnsembleOps
• ParallelMatrixOps
• ParquetOptions
• PerformanceAnalysis
• PerformanceCriteria
• PerformanceReport
• PerformanceReporter
• PositiveValidator
• Probability
• ProbabilityValidator
• ProgressTracker
• PropertyTestStats
• PublicApiConfig
• PublicApiConfigBuilder
• QualityGate
• QualityGatesResult
• RangeValidator
• ReportConfig
• ReviewCriteria
• RuntimeOverhead
• SafeMemoryPool
• SafePooledBuffer
• SafePtr
• SafeSharedModel
• SafetyRecommendation
• SampleCount
• SanitizationConfig
• ScikitLearnModel
• SearchQuery
• SearchResult
• SemanticSearchEngine
• SimilarTrait
• StreamingReader
• SystemMemory
• TensorMetadata
• TestCase
• TestingCriteria
• TimingStatistics
• TrainedMockEstimator
• TrainedParallelEnsemble
• TrainingState
• TraitExplorationResult
• TraitExplorer
• TraitGraph
• TraitGraphEdge
• TraitGraphGenerator
• TraitGraphMetadata
• TraitGraphNode
• TraitLaws
• TraitPerformanceAnalyzer
• TraitRegistry
• Tutorial
• TutorialBuilder
• TutorialSystem
• UIComponentBuilder
• UnsafeAuditConfig
• UnsafeAuditReport
• UnsafeAuditor
• UnsafeFinding
• UnsafePattern
• UnsafeValidationResult
• UsageExample
• ValidatedConfig
• ValidationConfig
• ValidationContext
• ValidationRules
• WasmPlaygroundManager
• WorkflowStep
• ZeroCopyDataset
• adaptive_regularization::AdaptiveRegularizationConfig
• adaptive_regularization::AdaptiveSVM
• advanced_optimization::ADMMSVM
• advanced_optimization::AcceleratedGradientSVM
• advanced_optimization::AdvancedOptimizationConfig
• advanced_optimization::NewtonSVM
• advanced_optimization::OptimizationResult
• advanced_optimization::TrustRegionSVM
• calibration::IsotonicCalibration
• calibration::PlattScaling
• chunked_processing::ChunkIterator
• chunked_processing::ChunkedDataset
• chunked_processing::ChunkedDatasetStats
• chunked_processing::ChunkedProcessingConfig
• chunked_processing::ChunkedSvmResult
• chunked_processing::ChunkedSvmTrainer
• compressed_kernels::CompressionConfig
• compressed_kernels::HierarchicalKernelMatrix
• compressed_kernels::LowRankKernelMatrix
• compressed_kernels::QuantizedKernelMatrix
• compressed_kernels::SparseKernelMatrix
• computer_vision_kernels::CVKernelFunction
• computer_vision_kernels::specialized_cv_kernels::BagOfFeaturesKernel
• computer_vision_kernels::specialized_cv_kernels::ColorHistogramKernel
• computer_vision_kernels::specialized_cv_kernels::DeepFeatureKernel
• computer_vision_kernels::specialized_cv_kernels::FisherVectorKernel
• computer_vision_kernels::specialized_cv_kernels::SIFTKernel
• computer_vision_kernels::specialized_cv_kernels::SURFKernel
• computer_vision_kernels::specialized_cv_kernels::TextureKernel
• conformal_prediction::ConformalClassifier
• conformal_prediction::ConformalConfig
• conformal_prediction::ConformalRegressor
• crammer_singer::CrammerSingerConfig
• crammer_singer::CrammerSingerSVM
• decomposition::DecompositionConfig
• decomposition::DecompositionSolver
• decomposition::HierarchicalDecomposer
• distributed_svm::DistributedConfig
• distributed_svm::DistributedSVM
• distributed_svm::DistributedSVMBuilder
• dual_coordinate_ascent::DualCoordinateAscent
• dual_coordinate_ascent::DualCoordinateAscentConfig
• dual_coordinate_ascent::DualCoordinateAscentResult
• errors::ErrorContext
• fuzzy_svm::FuzzySVM
• fuzzy_svm::FuzzySVMConfig
• gpu_kernels::GpuKernel
• gpu_kernels::GpuKernelBenchmark
• gpu_kernels::GpuKernelComputer
• graph_semi_supervised::GraphBuilder
• graph_semi_supervised::GraphSemiSupervisedSVM
• graph_semi_supervised::TrainedGraphSemiSupervisedSVM
• group_lasso_svm::FeatureGroup
• group_lasso_svm::GroupLassoSVM
• group_lasso_svm::GroupLassoSVMConfig
• group_lasso_svm::GroupStructure
• hyperparameter_optimization::OptimizationConfig
• hyperparameter_optimization::OptimizationResult
• hyperparameter_optimization::ParameterSet
• hyperparameter_optimization::SearchSpace
• hyperparameter_optimization::bayesian_optimization::BayesianOptimizationCV
• hyperparameter_optimization::evolutionary_optimization::EvolutionaryOptimizationCV
• hyperparameter_optimization::evolutionary_optimization::Individual
• hyperparameter_optimization::grid_search::GridSearchCV
• hyperparameter_optimization::random_search::RandomSearchCV
• kernel_pca::KernelPCA
• kernel_pca::KernelPCABuilder
• kernels::ChiSquaredKernel
• kernels::CosineKernel
• kernels::CustomKernel
• kernels::Graph
• kernels::HellingerKernel
• kernels::IntersectionKernel
• kernels::JensenShannonKernel
• kernels::KernelFunction
• kernels::LinearKernel
• kernels::PeriodicKernel
• kernels::PolynomialKernel
• kernels::RandomWalkKernel
• kernels::RbfKernel
• kernels::SigmoidKernel
• linear_svc::LinearSVC
• linear_svc::TrainedLinearSVC
• linear_svr::LinearSVR
• linear_svr::TrainedLinearSVR
• ls_svm::LSSVM
• ls_svm::LSVMClassifier
• ls_svm::LSVMConfig
• memory_mapped_kernels::CacheStats
• memory_mapped_kernels::MemoryMappedKernelConfig
• memory_mapped_kernels::MemoryMappedKernelMatrix
• memory_mapped_kernels::SparseMemoryMappedKernelMatrix
• metric_learning_svm::MetricLearningSVM
• metric_learning_svm::MetricLearningSVMConfig
• multi_label_svm::BinaryRelevanceSVM
• multi_label_svm::ClassifierChainsSVM
• multi_label_svm::LabelPowersetSVM
• multi_label_svm::MultiLabelPrediction
• multiclass::HierarchicalTree
• multiclass::MultiClassSVC
• nusvc::NuSVC
• nusvc::NuSVCConfig
• nusvr::NuSVR
• nusvr::NuSVRConfig
• online_svm::OnlineSvm
• online_svm::OnlineSvmConfig
• online_svm::OnlineSvmStats
• ordinal_regression_svm::OrdinalRegressionSVM
• ordinal_regression_svm::OrdinalRegressionSVMConfig
• out_of_core_svm::DataChunk
• out_of_core_svm::OutOfCoreConfig
• out_of_core_svm::OutOfCoreDataIterator
• out_of_core_svm::OutOfCoreSVM
• out_of_core_svm::OutOfCoreSVMBuilder
• outlier_resistant_svm::OutlierResistantSVM
• outlier_resistant_svm::OutlierResistantSVMConfig
• parallel_smo::ParallelSmo
• parallel_smo::ParallelSmoConfig
• parallel_smo::ParallelSmoResult
• primal_dual_methods::PrimalDualSVM
• primal_dual_methods::TrainedPrimalDualSVM
• property_tests::PropertyTestConfig
• property_tests::PropertyTestResult
• property_tests::SVMPropertyTester
• ranking_svm::RankingData
• ranking_svm::RankingQuery
• ranking_svm::RankingSVM
• ranking_svm::RankingSVMConfig
• regularization_path::RegularizationPathConfig
• regularization_path::RegularizationPathResult
• regularization_path::RegularizationPathSolver
• robust_svm::RobustSVM
• robust_svm::RobustSVMConfig
• semi_supervised::CoTrainingSVM
• semi_supervised::SelfTrainingSVM
• semi_supervised::SemiSupervisedConfig
• semi_supervised::SemiSupervisedResult
• semi_supervised::TransductiveSVM
• sgd_svm::SGDClassifier
• sgd_svm::TrainedSGDClassifier
• simd_kernels::SimdKernelConfig
• simd_kernels::SimdKernelFunctions
• simd_kernels::SimdKernels
• smo::SmoConfig
• smo::SmoResult
• smo::SmoSolver
• sparse_svm::SparseSVM
• sparse_svm::TrainedSparseSVM
• structured_svm::Sequence
• structured_svm::StructuredSVM
• structured_svm::StructuredSVMConfig
• svc::SVC
• svc::SvcConfig
• svr::EpsilonSVR
• svr::SVR
• svr::SvrConfig
• text_classification::DocumentSimilarityKernel
• text_classification::NGramKernel
• text_classification::StringKernel
• text_classification::TfIdfVectorizer
• thread_safe_cache::CacheStatistics
• thread_safe_cache::CachedKernel
• thread_safe_cache::DashMapKernelCache
• thread_safe_cache::KernelCacheKey
• thread_safe_cache::ShardedKernelCache
• thread_safe_cache::ThreadSafeKernelCacheConfig
• time_series::AutoRegressiveKernel
• time_series::DynamicTimeWarpingKernel
• time_series::GlobalAlignmentKernel
• time_series::StreamingSVM
• time_series::TemporalPatternRecognizer
• topic_model_integration::TopicKernel
• topic_model_integration::TopicModel
• topic_model_integration::TopicSVM
• visualization::ConvergencePlot
• visualization::KernelMatrixPlot
• visualization::Plot2D
• visualization::PlotPoint
• visualization::SVMVisualizer
• visualization::VisualizationConfig

Enums

• AggregationMethod
• AlgorithmType
• AnalysisType
• ApiStability
• BaseEstimatorType
• BenchmarkDataset
• BinarySizeImpact
• ClippyLevel
• CompileTimeImpact
• CoverageTool
• DataFormat
• DataValue
• DependencyCategory
• EdgeType
• EnsembleType
• ExampleCategory
• ExampleDifficulty
• GraphExportFormat
• HealthStatus
• IssueSeverity
• MockBehavior
• MockErrorType
• MockTransformType
• ModelFormat
• ModularOutputFormat
• NodeRole
• OutputFormat
• ParamValue
• QualityGateType
• RecommendationAction
• RecommendationPriority
• RegressionThreshold
• SafetyIssue
• SafetySeverity
• SamplingStrategy
• SklearsError
• TimeRange
• TraitNodeType
• TrendDirection
• UnsafeType
• ValidationRule
• VotingStrategy
• ZeroCopyArray
• adaptive_regularization::AcquisitionFunction
• adaptive_regularization::AdaptiveRegularizationError
• adaptive_regularization::AdaptiveStrategy
• advanced_optimization::AcceleratedMethod
• compressed_kernels::CompressionMethod
• computer_vision_kernels::CVKernelError
• computer_vision_kernels::CVKernelType
• computer_vision_kernels::specialized_cv_kernels::DeepFeatureKernelType
• computer_vision_kernels::specialized_cv_kernels::DescriptorMatchingMethod
• conformal_prediction::ClassificationNonconformity
• conformal_prediction::ConformalError
• conformal_prediction::ConformalMethod
• conformal_prediction::RegressionNonconformity
• decomposition::WorkingSetSelectionStrategy
• distributed_svm::CommunicationProtocol
• distributed_svm::DistributedStrategy
• errors::ErrorSeverity
• errors::SVMError
• fuzzy_svm::FuzzyMembershipStrategy
• gpu_kernels::GpuKernelError
• group_lasso_svm::GroupLassoStrategy
• hyperparameter_optimization::ParameterSpec
• hyperparameter_optimization::ScoringMetric
• hyperparameter_optimization::evolutionary_optimization::SelectionMethod
• kernels::KernelType
• metric_learning_svm::MetricLearningAlgorithm
• metric_learning_svm::MetricLearningError
• multi_label_svm::MultiLabelError
• multi_label_svm::MultiLabelStrategy
• multiclass::MultiClassStrategy
• multiclass::TreeNode
• online_svm::BudgetStrategy
• ordinal_regression_svm::OrdinalLoss
• ordinal_regression_svm::OrdinalStrategy
• ordinal_regression_svm::ThresholdInit
• outlier_resistant_svm::OutlierDetectionMethod
• outlier_resistant_svm::WeightStrategy
• parallel_smo::LoadBalancingStrategy
• ranking_svm::RankingApproach
• ranking_svm::RankingLoss
• regularization_path::CrossValidationStrategy
• regularization_path::RegularizationPathType
• robust_svm::RobustLoss
• smo::WorkingSetStrategy
• structured_svm::InferenceAlgorithm
• structured_svm::StructuredLoss
• structured_svm::StructuredSVMError
• svc::ClassWeight
• svc::SvcKernel
• thread_safe_cache::EvictionStrategy
• time_series::DistanceMetric
• time_series::StepPattern
• topic_model_integration::TopicModelError
• topic_model_integration::TopicModelType
• visualization::ColorPalette
• visualization::MarginType

Traits

• BaseEstimator
• CompileTimeValidated
• ConfigValidation
• DimensionValidator
• ErrorContext
• Estimator
• ExperimentalApi
• Fit
• FitPredict
• FitTransform
• FloatBounds
• IntBounds
• ModelSerialization
• Numeric
• ParallelCrossValidation
• ParallelEnsemble
• ParallelFit
• ParallelPredict
• ParallelTransform
• ParameterValidator
• PartialFit
• PerformanceAnalyzer
• Predict
• SafeArrayOps
• Sanitize
• SklearnCompatible
• SolverCompatibility
• StableApi
• TrainedBaseModel
• Transform
• Validate
• ZeroCopy
• compressed_kernels::CompressedKernelMatrix
• kernels::Kernel
• thread_safe_cache::ThreadSafeKernelCache

Macros

• error_context

Functions

• api_version_info
• array_views::create_view
• array_views::sliding_windows
• array_views::split_rows
• calculate_metrics
• computer_vision_kernels::cv_utils::chi_square_distance
• computer_vision_kernels::cv_utils::create_distance_matrix
• computer_vision_kernels::cv_utils::create_pyramid_weights
• computer_vision_kernels::cv_utils::fast_histogram_intersection
• computer_vision_kernels::cv_utils::normalize_histogram
• dataset_ops::k_fold_splits
• dataset_ops::train_test_split
• generate_dependency_graph
• gpu_kernels::gpu_utils::compute_kernel_matrix_batched
• gpu_kernels::gpu_utils::optimal_batch_size
• gpu_kernels::gpu_utils::should_use_gpu
• is_api_experimental
• is_api_stable
• is_ml_data_safe
• kernels::create_kernel
• load_iris
• make_blobs
• make_regression
• ndarray_to_pytorch_tensor
• process_rss_bytes
• sanitize_ml_data
• system_memory
• topic_model_integration::topic_utils::compute_coherence
• topic_model_integration::topic_utils::compute_perplexity
• topic_model_integration::topic_utils::create_doc_term_matrix
• validation_ml::validate_feature_consistency
• validation_ml::validate_learning_rate
• validation_ml::validate_max_iter
• validation_ml::validate_n_clusters
• validation_ml::validate_n_neighbors
• validation_ml::validate_probability
• validation_ml::validate_regularization
• validation_ml::validate_supervised_data
• validation_ml::validate_tolerance
• validation_ml::validate_unsupervised_data

Type Aliases

• Array1
• Array2
• ArrayView1
• ArrayView2
• ArrayViewMut1
• ArrayViewMut2
• CowFeatures
• CowLabels
• CowPredictions
• CowProbabilities
• CowSampleWeight
• CowTarget
• Distances
• Features
• Float
• Int
• Labels
• Predictions
• Probabilities
• Result
• SampleWeight
• Similarities
• Target
• ZeroCopyFeatures
• ZeroCopyTarget
• chunked_processing::ChunkData
• chunked_processing::ChunkResult
• conformal_prediction::ConformalResult
• errors::SVMResult
• gpu_kernels::GpuKernelResult
• visualization::MarginBoundaries