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Update visualization.py

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jlevine18 2018-12-20 22:01:28 -06:00 committed by GitHub
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data analysis/visualization.py
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@ -125,6 +125,7 @@ def kmeans(data, num_clusters):
#Spectral Clustering- Seems to work really well #Spectral Clustering- Seems to work really well
def spectral(data, num_clusters): def spectral(data, num_clusters):
td_norm=StandardScaler().fit_transform(data) td_norm=StandardScaler().fit_transform(data)
db = SpectralClustering(n_clusters=num_clusters).fit(td) db = SpectralClustering(n_clusters=num_clusters, eigen_solver='arpack',
affinity="nearest_neighbors").fit(td)
y=db.labels_.astype(np.int) y=db.labels_.astype(np.int)
return y return y