CoreSGClusterer Example

from sklearn.base import clone
from core_sg import CoreSGClusterer

clusterer = CoreSGClusterer(k_max=20)
clusterer.fit(X, k=15)

labels_15 = clusterer.labels_

clusterer.fit(X, k=10)
labels_10 = clusterer.labels_

fresh = clone(clusterer)

The cloned estimator has the same constructor parameters but no fitted core_sg_ object.