List of all items
Structs
- abod::AngleBasedOutlierDetection
- adaptive_distance::AdaptiveDensityDistance
- adaptive_distance::ContextDependentDistance
- adaptive_distance::EnsembleDistance
- adaptive_distance::OnlineAdaptiveDistance
- advanced_outliers::ConnectivityBasedOutlierFactor
- advanced_outliers::IsolationForest
- advanced_outliers::LocalCorrelationIntegral
- batch_processing::BatchConfiguration
- batch_processing::BatchNeighborSearch
- batch_processing::BatchProcessor
- batch_processing::BatchProcessorBuilder
- batch_processing::BatchResult
- batch_processing::BatchStatistics
- batch_processing::MemoryMonitor
- bayesian_neighbors::BayesianKNeighborsClassifier
- bayesian_neighbors::BayesianKNeighborsRegressor
- bayesian_neighbors::BayesianPrediction
- bayesian_neighbors::BayesianRegressionPrediction
- bayesian_neighbors::CredibleNeighborSet
- bayesian_neighbors::RegressorTrained
- bayesian_neighbors::Trained
- bayesian_neighbors::Untrained
- bioinformatics::BioSearchConfig
- bioinformatics::GeneExpressionNeighbors
- bioinformatics::GeneExpressionResult
- bioinformatics::GeneMetadata
- bioinformatics::KmerIndex
- bioinformatics::ProteinMetadata
- bioinformatics::ProteinSearchResult
- bioinformatics::ProteinStructure
- bioinformatics::ProteinStructureSearch
- bioinformatics::ScoringScheme
- bioinformatics::SequenceAligner
- bioinformatics::SequenceAlignment
- bioinformatics::SequenceMetadata
- bioinformatics::SequenceSearchResult
- bioinformatics::SequenceSimilaritySearch
- compressed_distance::CompressedDistanceMatrix
- compressed_distance::CompressionStats
- computer_vision::ColorHistogramExtractor
- computer_vision::DescriptorMatch
- computer_vision::FeatureDescriptorMatcher
- computer_vision::HistogramOfGradientsExtractor
- computer_vision::ImageMetadata
- computer_vision::ImageSearchConfig
- computer_vision::ImageSearchResult
- computer_vision::ImageSimilaritySearch
- computer_vision::Keypoint
- computer_vision::LocalBinaryPatternExtractor
- computer_vision::PatchBasedMatching
- computer_vision::VisualWordRecognizer
- cross_validation::CVFoldResult
- cross_validation::CVResults
- cross_validation::NeighborCrossValidator
- density_estimation::DensityBasedClustering
- density_estimation::KNeighborsDensityEstimator
- density_estimation::LocalDensityEstimator
- density_estimation::VariableBandwidthKDE
- distributed_neighbors::DataPartitioner
- distributed_neighbors::DistributedConfiguration
- distributed_neighbors::DistributedNeighborSearch
- distributed_neighbors::DistributedNeighborSearchBuilder
- distributed_neighbors::DistributedNeighborSearchResult
- distributed_neighbors::PartitionInfo
- distributed_neighbors::PartitionStats
- federated_neighbors::FederatedConfig
- federated_neighbors::FederatedNeighborCoordinator
- federated_neighbors::FederatedParticipant
- gpu_distance::GpuComputationStats
- gpu_distance::GpuConfig
- gpu_distance::GpuDeviceInfo
- gpu_distance::GpuDistanceCalculator
- gpu_distance::GpuDistanceResult
- gpu_distance::GpuKNeighborsSearch
- gpu_distance::GpuMemoryEstimator
- graph_methods::EpsilonGraph
- graph_methods::GabrielGraph
- graph_methods::GraphEdge
- graph_methods::GraphNeighborSearch
- graph_methods::GraphStatistics
- graph_methods::KNearestNeighborGraph
- graph_methods::MutualKNearestNeighbors
- graph_methods::NeighborhoodGraph
- graph_methods::RelativeNeighborhoodGraph
- incremental_index::IncrementalIndexBuilder
- incremental_index::IncrementalNeighborIndex
- incremental_index::IndexPerformanceMetrics
- interpretability::InfluenceAnalysis
- interpretability::LocalImportanceExplanation
- interpretability::NeighborExplainer
- interpretability::NeighborExplanation
- interpretability::Prototype
- knn::KNeighborsClassifier
- knn::KNeighborsRegressor
- local_outlier_factor::LocalOutlierFactor
- lsh::LshIndex
- lsh::LshKNeighborsClassifier
- manifold_learning::Isomap
- manifold_learning::LaplacianEigenmaps
- manifold_learning::LocallyLinearEmbedding
- manifold_learning::TSNENeighbors
- mapreduce_neighbors::MapReduceConfig
- mapreduce_neighbors::MapReduceNeighborSearch
- memory_constrained::CacheObliviousNeighbors
- memory_constrained::ExternalMemoryKNN
- memory_constrained::MemoryBoundedApproximateNeighbors
- memory_mapped::MmapNeighborIndex
- memory_mapped::MmapNeighborIndexBuilder
- metric_learning::EnhancedLMNN
- metric_learning::InformationTheoreticMetricLearning
- metric_learning::LargeMarginNearestNeighbor
- metric_learning::NeighborhoodComponentsAnalysis
- metric_learning::OnlineMetricLearning
- multi_view_learning::ConsensusAnalysis
- multi_view_learning::MultiViewKNeighborsClassifier
- multi_view_learning::MultiViewKNeighborsRegressor
- multi_view_learning::RegressorTrained
- multi_view_learning::Trained
- multi_view_learning::Untrained
- multi_view_learning::ViewConfig
- nearest_centroid::ClassConfig
- nearest_centroid::NearestCentroid
- nearest_neighbors::NearestNeighbors
- nlp::DocumentMetadata
- nlp::DocumentSearchResult
- nlp::DocumentSimilaritySearch
- nlp::NlpSearchConfig
- nlp::SentenceSimilaritySearch
- nlp::TextPreprocessor
- nlp::TfIdfExtractor
- nlp::WordEmbeddingSearch
- online_learning::AdaptiveKNeighborsClassifier
- online_learning::DriftDetector
- online_learning::StreamingOutlierDetector
- online_learning::Trained
- online_learning::Untrained
- parallel_tree::ParallelBuildStats
- parallel_tree::ParallelTreeBuilder
- parallel_tree::ParallelTreeIndex
- parallel_tree::WorkUnit
- performance::BenchmarkConfig
- performance::BenchmarkResult
- performance::NeighborBenchmark
- performance::PerformanceMetrics
- performance::QuickProfiler
- radius_neighbors::AdaptiveRadiusNeighborsClassifier
- radius_neighbors::AdaptiveRadiusNeighborsRegressor
- radius_neighbors::RadiusNeighborsClassifier
- radius_neighbors::RadiusNeighborsRegressor
- simd_distance::SimdDistanceCalculator
- sparse_neighbors::SparseNeighborBuilder
- sparse_neighbors::SparseNeighborMatrix
- sparse_neighbors::SparseStats
- spatial::OctPoint
- spatial::OctTree
- spatial::QuadPoint
- spatial::QuadTree
- spatial::RTree
- spatial::Rectangle
- spatial::SpatialHash
- spatial::SpatialHashStats
- specialized_distances::SimpleGraph
- streaming::IncrementalKNeighborsClassifier
- streaming::IncrementalKNeighborsRegressor
- time_series_neighbors::DtwDistance
- time_series_neighbors::Shapelet
- time_series_neighbors::ShapeletDiscovery
- time_series_neighbors::StreamingTimeSeriesNeighbors
- time_series_neighbors::SubsequenceSearch
- time_series_neighbors::TemporalNeighborSearch
- transformers::KNeighborsTransformer
- transformers::RadiusNeighborsTransformer
- tree::ball_tree::BallTree
- tree::ball_tree::BallTreeNode
- tree::cover_tree::CoverNode
- tree::cover_tree::CoverTree
- tree::cover_tree::CoverTreeStats
- tree::kd_tree::KdTree
- tree::kd_tree::KdTreeNode
- tree::vp_tree::VpTree
- type_safe_distance::ChebyshevMetric
- type_safe_distance::CosineMetric
- type_safe_distance::EuclideanMetric
- type_safe_distance::ManhattanMetric
- type_safe_distance::MinkowskiMetric
- type_safe_distance::TypeSafeDistance
- type_safe_distance::TypeSafeKnnConfig
- validation::BootstrapResult
- validation::BootstrapValidator
- validation::CrossValidationResult
- validation::GridSearchCV
- validation::GridSearchResult
- validation::KFoldValidator
Enums
- NeighborsError
- adaptive_distance::CombinationMethod
- approximate_distance::ApproximateDistance
- bayesian_neighbors::UncertaintyMethod
- bioinformatics::SequenceType
- compressed_distance::CompressionMethod
- computer_vision::FeatureType
- cross_validation::CVStrategy
- density_estimation::BandwidthMethod
- density_estimation::KernelType
- distance::Distance
- distributed_neighbors::LoadBalanceStrategy
- federated_neighbors::NoiseStrategy
- federated_neighbors::PrivacyLevel
- gpu_distance::GpuBackend
- incremental_index::IncrementalIndexType
- incremental_index::UpdateStrategy
- knn::Algorithm
- knn::WeightStrategy
- lsh::HashFamily
- mapreduce_neighbors::PartitionStrategy
- mapreduce_neighbors::ReduceStrategy
- multi_view_learning::FusionStrategy
- multi_view_learning::RegressionFusionStrategy
- nearest_centroid::CentroidType
- nlp::TextFeatureType
- online_learning::DriftDetectionMethod
- parallel_tree::ParallelBuildStrategy
- parallel_tree::ParallelTreeType
- radius_neighbors::RadiusStrategy
- simd_distance::SimdCapability
- sparse_neighbors::SparseIndexType
- sparse_neighbors::SparseStorage
- spatial::OctTreeNode
- specialized_distances::CategoricalDistance
- specialized_distances::GraphDistance
- specialized_distances::ProbabilisticDistance
- specialized_distances::SetDistance
- specialized_distances::StringDistance
- streaming::MemoryStrategy
- time_series_neighbors::DtwStepPattern
- validation::ClassificationMetric
- validation::RegressionMetric
Traits
- batch_processing::BatchProcessable
- computer_vision::FeatureExtractor
- distributed_neighbors::DistributedWorker
- federated_neighbors::PrivacyPreservingProtocol
- mapreduce_neighbors::DistributedMapReduce
- nlp::DocumentFeatureExtractor
- type_safe_distance::ComputeDistance
- type_safe_distance::MetricDistance
- type_safe_distance::NonMetricDistance
- type_safe_distance::NormalizedDistance
Functions
- distance::chebyshev_distance
- distance::cosine_distance
- distance::euclidean_distance
- distance::hamming_distance
- distance::mahalanobis_distance
- distance::manhattan_distance
- distance::minkowski_distance
- nearest_neighbors::kneighbors_graph
- nearest_neighbors::radius_neighbors_graph
- radius_neighbors::radius_neighbors
- simd_distance::batch_euclidean_distances
- simd_distance::pairwise_distances_simd