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dantegd/cuml_cudf.py

Created April 28, 2020 15:29
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Default input format type mirroring behavior of cuML
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cuml_cudf.py
import cuml
import cudf
df = cudf.DataFrame()
df[1] = [1.0, 2.0, 5.0]
df[2] = [4.0, 2.0. 1.0]
df[3] = [4.0, 2.0. 1.0]
kmeans = cuml.KMeans(n_clusters=2)
kmeans.fit(df)
print(type(kmeans.labels_))
# <class 'cudf.core.series.Series'>
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