Discovering clusters

The n_clusters kwarg can be used to discover clusters in your dataset. It relies on scikit-learn’s implementation of k-mean clustering to find clusters, and then labels the points accordingly. You must set the number of clusters yourself.

# Code source: Andrew Heusser
# License: MIT

# import
import hypertools as hyp

# load example data
geo = hyp.load('mushrooms')

# plot
geo.plot(n_clusters=10)