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