R: R Toolbox for Unsupervised Spectral Clustering

# R Toolbox for Unsupervised Spectral Clustering

## Documentation for package ‘sClust’ version 1.0

- DESCRIPTION file

## Help Pages

checking.gram.similarityMatrix | Gram similarity matrix checker
compute.kclust | Gram similarity matrix checker
compute.kclust2 | K clust compute selection V2
compute.laplacian.NJW | Gram similarity matrix checker
compute.nbCluster.gap | Recherche du nb de cluster par selon le critere du gap
compute.similarity.gaussien | Calcule matrice de similarite gaussienn
compute.similarity.ZP | Calcule matrice de similarite gaussienne selon Zelnik-Manor et Perona
fastClustering | Fast Spectral Clustering
fastMSC | Fast Multi-Level Spectral Clustering
HierarchicalClust | Hierarchical Clustering
HierarchicalSC | Hierarchical Spectral Clustering
kmeansQuantization | Data quantization
MSC | Multi-Level Spectral Clustering
PeronaFreemanSC | Bi-parted Spectral Clustering. Peronna and Freeman.
recursClust | Perform a multi level clustering
search.neighboor | Recherche du voisin num id le plus proche
ShiMalikSC | Bi-parted Spectral Clustering. Shi and Malik.
spectralPAM | Spectral-PAM clustering
UnormalizedSC | Unormalized Spectral Clustering Ng.
VonLuxburgSC | Spectral Clustering based on the Von Luxburg algorithm