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ozgurozkok/dbscansample.py

Created March 24, 2023 22:05
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clustering with dbscan
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dbscansample.py
from sklearn.cluster import DBSCAN
from sklearn.datasets import make_blobs
# Generate sample data
X, y = make_blobs(n_samples=1000, centers=3, random_state=42)
# Perform clustering
dbscan = DBSCAN(eps=0.5, min_samples=5)
dbscan.fit(X)
# Print cluster labels
print(dbscan.labels_)
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