GeometricClusterAnalysis.jl

Julia implementation of data clustering using underlying geometric and topological features.

WARNING: This package is not registered and may be subject to breaking changes anytime.

Documentation:

Installation

Download Julia. Try the package with

git clone https://github.com/pnavaro/GeometricClusterAnalysis.jl
cd GeometricClusterAnalysis.jl
julia --project

import Pkg
Pkg.instantiate()
include("examples/two_spirals.jl")

Clustering Algorithms

• K-plm
• K-pdtm
• ToMaTo

See Also

Topological Data Analysis

• Ripserer.jl
• PersistenceDiagrams.jl
• ClusteringToMaTo.jl
• RobustTDA.jl
• JuliaTDA: Topological Data Analysis in Julia
• TDA.jl: the project seems to have been abandoned, but there are still some interesting implementations in the source code.

Julia packages providing clustering methods:

• Clustering.jl
• ClusterAnalysis.jl
• ParallelKMeans.jl
• QuickShiftClustering.jl
• SpectralClustering.jl