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# A tiny analysis script to demonstrate duecredit
#
# Import of duecredit is not necessary if you just run this script with
# python -m duecredit
# import duecredit # Just to enable duecredit
from scipy.cluster.hierarchy import linkage
from scipy.spatial.distance import pdist
from sklearn.datasets import make_blobs
print("I: Simulating 4 blobs")
data, true_label = make_blobs(centers=4)
dist = pdist(data, metric="euclidean")
Z = linkage(dist, method="single")
print("I: Done clustering 4 blobs")
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