raphasampaio/UnsupervisedClustering.jl

Yet another clustering package

UnsupervisedClustering.jl

Introduction

UnsupervisedClustering.jl is a Julia package that implements several unsupervised clustering algorithms.

Getting Started

Installation

julia> ] add UnsupervisedClustering

Example

using UnsupervisedClustering

n = 100
d = 2
k = 2

data = rand(n, d)

kmeans = Kmeans()
result = fit(kmeans, data, k)

Cite

@article{sampaio2024regularization,
  title={Regularization and optimization in model-based clustering},
  author={Sampaio, Raphael Araujo and Garcia, Joaquim Dias and Poggi, Marcus and Vidal, Thibaut},
  journal={Pattern Recognition},
  pages={110310},
  year={2024},
  publisher={Elsevier}
}