YoungFaithful / Clustering.jl

A Julia package for data clustering

Clustering.jl

This package provides a set of algorithms for data clustering.

Installation

Pkg.add("Clustering")

Functionalities

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

Resources

Documentation: http://clusteringjl.readthedocs.org/en/latest/