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
import hypertools as hyp
import pandas as pd
# load example data
data = hyp.load('mushrooms')
# plot
hyp.plot(data, '.', n_clusters=10)
Total running time of the script: ( 0 minutes 1.488 seconds)