Julia Ensembke K-Subspaces (EKSS)¶
This page documents the Julia implementation of the Ensemble K-Subspaces (EKSS) algorithm.
Source code lives in EKSS_Julia/ekss.jl
- Module:
EKSS - Exports:
fit,fit_predict,EKSSResult
Quickstart¶
Fit + get labels¶
# From the repository root:
include("EKSS_Julia/ekss.jl")
using .EKSS
# X is D×N (each column is a point)
# d is the subspace dimension
# K is the number of clusters
labels = fit(X, d, K; maxiters=100)
Example usage¶
The following Pluto notebook shows an example of running the EKSS algorithm on the Pavia dataset.