Example #1
0
 /// <summary>
 /// Hierarchical clustering successively finds the closest distance between pairs of centroids until k is reached
 /// </summary>
 /// <param name="data">The list of vectors to cluster</param>
 /// <param name="k">The number of clusters to find</param>
 /// <returns>A list of k clusters</returns>
 public static IReadOnlyList <IReadOnlyList <IVector> > HierachicalCluster(
     this IReadOnlyList <IVector> data, int k)
 {
     using var clusterer = new Hierarchical(k, data);
     clusterer.Cluster();
     return(clusterer.Clusters);
 }