spectral-bridges 0.1.1

Spectral Bridges clustering algorithm

Spectral Bridges

Spectral Bridges is a novel and scalable clustering algorithm that draws inspiration from SVM's margin concept, using k-means clustering and spectral clustering based on Laplacian matrices by first creating a Voronoi tesselation and subsequently merging cells according to a connectivity measure. This package provides efficient clustering solutions for large datasets.

Features

• Spectral Bridges: Combines k-means and spectral clustering with efficient affinity matrix calculation to provide robust clustering results.

Installation

You can install the package via pip:

pip install spectral-bridges