flashcluster 0.3.1

Flashcluster, a lightning-fast hierarchical clustering package.

Flashcluster, a lightning-fast hierarchical clustering package.

Getting started

Installing the package

flashcluster can be installed with pip:

pip install flashcluster

Basic usage

flashcluster is designed work with numpy arrays.

from flashcluster import compute_clustering
import numpy as np

# Create dataset with 100 points of dimension 20
data = np.random.random((100, 20))

# Compute clustering
clustering = compute_clustering(data, c=1.5, mode="fast")

# Print the clustering distance (i.e. dissimilarity) of points 0 and 1.
print(clustering.dist(0, 1))