LMCLUS

A Julia package for linear manifold clustering.

Installation

Prior to Julia v0.7.0

Pkg.clone("https://github.com/wildart/LMCLUS.jl.git")

For Julia v0.7.0/1.0.0

pkg> add https://github.com/wildart/LMCLUS.jl.git#0.4.0

For Julia 1.1+, add BoffinStuff registry in the package manager before installing the package.

pkg> registry add https://github.com/wildart/BoffinStuff.git
pkg> add LMCLUS

Julia Compatibility

Julia Version	LMCLUS version
v0.3.*	v0.0.2
v0.4.*	v0.1.2
v0.5.*	v0.2.0
v0.6.*	v0.3.0
≥v0.7.*	v0.4.0
≥v1.1.*	≥v0.4.1

Resources

• Documentation: http://lmclusjl.readthedocs.org/en/latest/index.html
• Papers:
  • Haralick, R. & Harpaz, R., "Linear manifold clustering in high dimensional spaces by stochastic search", Pattern recognition, Elsevier, 2007, 40, 2672-2684, DOI:10.1016/j.patcog.2007.01.020
  • Haralick et al., "Inexact MDL for Linear Manifold Clusters", ICPR-2016, DOI:10.1109/ICPR.2016.7899824