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 fin clusters, and then labels the points accordingly. You must set the number of clusters yourself.
# Code source: Andrew Heusser
# License: MIT
import hypertools as hyp
import pandas as pd
data = hyp.tools.load('mushrooms')
hyp.plot(data, '.', n_clusters=10)
Total running time of the script: ( 0 minutes 1.757 seconds)