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How to use the kmapper.cluster.AffinityPropagation function in kmapper

To help you get started, we’ve selected a few kmapper examples, based on popular ways it is used in public projects.

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scikit-tda / kepler-mapper / test / test_mapper.py View on Github

def test_affinity_prop_clustering(self):
        mapper = KeplerMapper()

        X = np.random.rand(100, 2)
        lens = mapper.fit_transform(X)

        graph = mapper.map(lens, X, clusterer=cluster.AffinityPropagation())