Skip to main content

Module clustering

Module clustering 

Source
Expand description

Advanced clustering algorithms for vector similarity and resource grouping

This module provides various clustering algorithms for the SPARQL vec:cluster function:

  • K-means clustering
  • DBSCAN (Density-Based Spatial Clustering)
  • Hierarchical clustering (Agglomerative)
  • Spectral clustering
  • Community detection for graph clustering

Structs§

Cluster
Cluster result
ClusterStats
Cluster statistics
ClusteringConfig
Clustering configuration
ClusteringEngine
Main clustering engine
ClusteringQualityMetrics
Quality metrics for clustering results
ClusteringResult
Clustering result

Enums§

ClusteringAlgorithm
Clustering algorithm types
LinkageCriterion
Linkage criteria for hierarchical clustering