Julia数据科学系列-Clustering包

datascience, doc, julia, statistics    
  1. Clustering Algorithms
  2. Clustering Validation
  3. Cluster Ensembles

https://juliastats.org/Clustering.jl/stable/index.html

Clustering Algorithms

  • K-means

  • K-medoids

  • Affinity Propagation

  • Density-based spatial clustering of applications with noise (DBSCAN)

  • Markov Clustering Algorithm (MCL)

  • Fuzzy C-Means Clustering

  • Hierarchical Clustering

    • Single Linkage

    • Average Linkage

    • Complete Linkage

    • Ward's Linkage

Clustering Validation

  • Silhouettes

  • Variation of Information

  • Rand index

  • V-Measure

Cluster Ensembles

https://docs.juliahub.com/ClusterEnsembles/hVtDM/0.1.8/#