Open JohnTigue opened 4 years ago
dbscan_demo.ipynb is from rapidsai/notebooks repo.
https://github.com/rapidsai/cuml
As an example, the following Python snippet loads input and computes DBSCAN clusters, all on GPU.
import cudf from cuml.cluster import DBSCAN # Create and populate a GPU DataFrame gdf_float = cudf.DataFrame() gdf_float['0'] = [1.0, 2.0, 5.0] gdf_float['1'] = [4.0, 2.0, 1.0] gdf_float['2'] = [4.0, 2.0, 1.0] # Setup and fit clusters dbscan_float = DBSCAN(eps=1.0, min_samples=1) dbscan_float.fit(gdf_float) print(dbscan_float.labels_)
dbscan_demo.ipynb is from rapidsai/notebooks repo.
https://github.com/rapidsai/cuml