List of all items

Structs

• GraphData
• GraphMemoryStats
• attention_viz::AttentionWeights
• classification::GraphClassificationGAT
• classification::GraphClassificationGCN
• classification::GraphRegressor
• classification::HierarchicalGraphClassifier
• classification::MultiTaskGraphNetwork
• conv::gat::GATConv
• conv::gcn::GCNConv
• conv::gin::GINConv
• conv::heterogeneous::HeteroGAT
• conv::heterogeneous::HeteroGNN
• conv::heterogeneous::HeteroGraphData
• conv::heterogeneous::KnowledgeGraphEmbedding
• conv::mpnn::AdvancedAggregationConfig
• conv::mpnn::AdvancedMPNNConfig
• conv::mpnn::AdvancedSIMDMPNN
• conv::mpnn::MPNNConv
• conv::mpnn::PerformanceCache
• conv::sage::SAGEConv
• conv::transformer::GraphTransformer
• data::GraphDataLoader
• datasets::EdgeListLoader
• datasets::GMLLoader
• datasets::GraphDatasetCollection
• datasets::GraphSampler
• datasets::JSONLoader
• datasets::JsonEdge
• datasets::JsonGraphData
• datasets::JsonNode
• datasets::TemporalGraphLoader
• distributed::CommunicationManager
• distributed::DistributedConfig
• distributed::DistributedGNN
• distributed::DistributedGraphLayer
• distributed::DistributedMetrics
• distributed::PartitionInfo
• distributed::PartitionMetrics
• distributed::SyncState
• enhanced_scirs2_integration::GraphSampler
• enhanced_scirs2_integration::SciRS2GraphAlgorithms
• explainability::GraphExplainer
• explainability::GraphExplanation
• explainability::GraphGradientAttribution
• explainability::GraphLRP
• explainability::GraphRelevanceResult
• explainability::RelevanceAnalysis
• explainability::RelevanceStats
• foundation::ContrastiveHead
• foundation::FinetuningStats
• foundation::FoundationModelConfig
• foundation::FoundationModelParameters
• foundation::GraphClassificationHead
• foundation::GraphFoundationModel
• foundation::GraphRegressionHead
• foundation::GraphTokenizer
• foundation::LinkPredictionHead
• foundation::MLMHead
• foundation::NodeClassificationHead
• foundation::PretrainingHead
• foundation::PretrainingStats
• foundation::SpecialTokens
• foundation::StructurePredictionHead
• foundation::TaskConfig
• generative::ConditionalGraphGenerator
• generative::GraphGAN
• generative::GraphVAE
• geometric::GeometricConv
• geometric::GeometricGraphBuilder
• geometric::GeometricPooling
• geometric::GeometricTransformer
• geometric::Point3D
• hypergraph::HGCNConv
• hypergraph::HGNNConv
• hypergraph::HyperGATConv
• hypergraph::HypergraphData
• hypergraph::utils::HypergraphMetrics
• importance_analysis::NodeImportance
• jit::CompilationStats
• jit::CompiledKernel
• jit::FusionPlan
• jit::FusionRule
• jit::GraphJITCompiler
• jit::JITGraphLayer
• jit::KernelMetadata
• jit::TensorSignature
• lottery_ticket::GraphPruning
• lottery_ticket::LotteryTicketFinder
• lottery_ticket::PruningConfig
• lottery_ticket::PruningMask
• matching::GraphEditDistance
• matching::GraphKernel
• matching::GraphMatchingNetwork
• matching::SiameseGraphNetwork
• multimodal::CrossModalGraphAttention
• multimodal::MultiModalContrastiveLearning
• multimodal::MultiModalFusion
• multimodal::MultiModalGraphData
• multimodal::MultiModalNodeData
• neural_operators::GraphDeepONet
• neural_operators::GraphFNO
• neural_operators::MultiScaleGNO
• neural_operators::PhysicsInformedGNN
• neuromorphic::EnergyTracker
• neuromorphic::EventDrivenGraphProcessor
• neuromorphic::EventProcessingStats
• neuromorphic::GraphEvent
• neuromorphic::LiquidStateMachine
• neuromorphic::NeuromorphicGraphLayer
• neuromorphic::NodeState
• neuromorphic::STDPParameters
• neuromorphic::SpikingGraphNetwork
• neuromorphic::SpikingOutput
• optimal_transport::FusedGromovWassersteinSolver
• optimal_transport::GraphBarycenter
• optimal_transport::GromovWassersteinSolver
• optimal_transport::OTConfig
• optimal_transport::SinkhornSolver
• parameter::Parameter
• pool::global::GlobalAttentionPool
• pool::global::Set2Set
• pool::hierarchical::DiffPool
• pool::hierarchical::MinCutPool
• pool::hierarchical::TopKPool
• quantum::QAOAResult
• quantum::QuantumAttention
• quantum::QuantumGraphLayer
• quantum::QuantumQAOA
• quantum::QuantumState
• quantum::QuantumWalk
• quantum::QuantumWalkResult
• spectral::ChebConv
• spectral::GraphSignalProcessing
• spectral::SpectralConv
• spectral::SpectralGraphAnalysis
• temporal::TGATConv
• temporal::TGCNConv
• temporal::TGNConv
• temporal::TemporalEvent
• temporal::TemporalGraphData
• temporal::utils::TemporalMetrics
• utils::memory_efficient::SparseGraph
• utils::metrics::CentralityMeasures

Enums

• GraphValidationError
• classification::PoolingType
• conv::mpnn::AggregationType
• distributed::AggregationMethod
• distributed::CommunicationBackend
• distributed::DistributedError
• distributed::GraphPartitioning
• foundation::FoundationModelError
• foundation::PretrainingObjective
• foundation::TaskType
• foundation::TokenizationStrategy
• hypergraph::pooling::PoolingMethod
• jit::GraphOperation
• jit::JITBackend
• jit::JITError
• jit::OptimizationLevel
• lottery_ticket::PruningMethod
• matching::GraphKernelType
• multimodal::FusionStrategy
• multimodal::Modality
• neuromorphic::EventType
• neuromorphic::NeuromorphicMode
• quantum::QAOAProblemType
• spectral::LaplacianType
• temporal::EventType
• temporal::pooling::TemporalPoolingMethod

Traits

• GraphLayer
• classification::GraphClassifier
• datasets::GraphDatasetLoader
• foundation::TaskHead

Functions

• data::augmentation::add_self_loops
• data::augmentation::edge_dropout
• data::augmentation::feature_masking
• data::augmentation::feature_noise
• data::augmentation::node_dropout
• data::augmentation::normalize_features
• data::augmentation::random_walk_subgraph
• data::augmentation::remove_isolated_nodes
• data::converters::from_adjacency_matrix
• data::converters::from_edge_list
• data::converters::to_adjacency_matrix
• data::converters::to_weighted_adjacency_matrix
• distributed::utils::calculate_load_balance
• distributed::utils::create_optimal_config
• distributed::utils::estimate_communication_cost
• functional::attention::multi_head_attention
• functional::attention::scaled_dot_product_attention
• functional::dropout
• functional::elu
• functional::gelu
• functional::leaky_relu
• functional::mish
• functional::normalization::batch_norm
• functional::normalization::graph_norm
• functional::normalization::layer_norm
• functional::swish
• hypergraph::graph_to_hypergraph
• hypergraph::pooling::global_hypergraph_pool
• hypergraph::pooling::hierarchical_hypergraph_pool
• hypergraph::pooling::hyperedge_pool
• hypergraph::utils::edge_list_to_hypergraph
• hypergraph::utils::hypergraph_metrics
• hypergraph::utils::random_hypergraph
• multimodal::utils::create_synthetic_multimodal_graph
• multimodal::utils::evaluate_multimodal_quality
• multimodal::utils::generate_alignment_tasks
• neural_operators::utils::compute_operator_error
• neural_operators::utils::compute_spectral_features
• neural_operators::utils::generate_operator_data
• pool::global::global_max_pool
• pool::global::global_mean_pool
• pool::global::global_sum_pool
• scirs2_integration::algorithms::betweenness_centrality
• scirs2_integration::algorithms::closeness_centrality
• scirs2_integration::algorithms::community_detection
• scirs2_integration::algorithms::compute_diameter
• scirs2_integration::algorithms::compute_graph_density
• scirs2_integration::algorithms::eigenvector_centrality
• scirs2_integration::algorithms::graph_connectivity
• scirs2_integration::algorithms::katz_centrality
• scirs2_integration::algorithms::pagerank
• scirs2_integration::algorithms::spectral_clustering
• scirs2_integration::generation::barabasi_albert
• scirs2_integration::generation::complete
• scirs2_integration::generation::erdos_renyi
• scirs2_integration::generation::watts_strogatz
• scirs2_integration::quantum::quantum_graph_coloring
• scirs2_integration::quantum::quantum_walk
• scirs2_integration::spatial::delaunay_graph
• scirs2_integration::spatial::knn_graph
• scirs2_integration::spatial::radius_graph
• scirs2_integration::spectral::graph_fourier_transform
• scirs2_integration::spectral::inverse_graph_fourier_transform
• scirs2_integration::spectral::laplacian_eigendecomposition
• scirs2_integration::spectral::spectral_convolution
• temporal::pooling::temporal_pool
• temporal::utils::create_temporal_graph_from_events
• temporal::utils::generate_random_events
• temporal::utils::temporal_metrics
• utils::connectivity::connected_components
• utils::connectivity::is_connected
• utils::connectivity::largest_component
• utils::degree_matrix
• utils::gcn_norm
• utils::graph_laplacian
• utils::memory_efficient::adaptive_coarsening
• utils::memory_efficient::chunked_neighbor_aggregation
• utils::memory_efficient::sparse_laplacian
• utils::metrics::clustering_coefficient
• utils::metrics::graph_diameter
• utils::metrics::node_centrality
• utils::sampling::fastgcn_sampling
• utils::sampling::neighbor_sampling
• utils::sampling::random_walk
• utils::sampling::subgraph_sampling
• utils::tensor_to_vec2

Type Aliases

• conv::heterogeneous::EdgeType
• conv::heterogeneous::NodeType

Constants

• data::DEFAULT_NODE_FEATURES