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)
Total running time of the script: ( 0 minutes 0.336 seconds)