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netsatsawat/dataForCluster.py

Created October 13, 2019 19:08
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Generate data blob for clustering tutorial
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dataForCluster.py
from sklearn.datasets import make_blobs
import numpy as np
SEED = 123
N_SAMPLES = 10000
N_FEATURES = 2
N_CENTERS = 5
np.random.seed(SEED)
X, y = make_blobs(n_samples=N_SAMPLES, n_features=N_FEATURES, centers=N_CENTERS,
cluster_std=1.3, shuffle=True, random_state=SEED)
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