Man pages for LTLA/bluster
Clustering Algorithms for Bioconductor

AffinityParam-classAffinity propogation
AgnesParam-classAgglomerative nesting
approxSilhouetteApproximate silhouette width
bluster-packagebluster: Clustering Algorithms for Bioconductor
BlusterParam-classThe BlusterParam class
bootstrapStabilityAssess cluster stability by bootstrapping
ClaraParam-classClustering Large Applications
clusterRMSDCompute the RMSD per cluster
clusterRowsCluster rows of a matrix
clusterSweepClustering parameter sweeps
compareClusteringsCompare pairs of clusterings
DbscanParam-classDensity-based clustering with DBSCAN
defaultArgumentsDefine the default arguments
DianaParam-classDivisive analysis clustering
DmmParam-classDirichlet multinomial mixture clustering
FixedNumberParam-classThe FixedNumberParam class
HclustParam-classHierarchical clustering
HierarchicalParam-classThe HierarchicalParam class
KmeansParam-classK-means clustering
linkClustersCreate a graph between different clusterings
makeSNNGraphBuild a nearest-neighbor graph
MbkmeansParam-classMini-batch k-means clustering
mergeCommunitiesMerge communities from graph-based clustering
neighborPurityCompute neighborhood purity
nestedClustersMap nested clusterings
NNGraphParam-classGraph-based clustering
pairwiseModularityCompute pairwise modularity
pairwiseRandCompute pairwise Rand indices
PamParam-classPartitioning around medoids
SomParam-classClustering with self-organizing maps
TwoStepParam-classTwo step clustering with vector quantization
LTLA/bluster documentation built on Sept. 8, 2024, 4:37 a.m.