Discovering clustersΒΆ

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.

../_images/sphx_glr_plot_clusters_001.png
# 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)

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