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kmeans clustering works and returns centroids and labeled data
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from cluster.clusterer import Clusterer
from cluster.kmedoids import Kmedoids
from cluster.kmeans import Kmeans
clustering_methods: dict[str, Clusterer] = {
"kmeans-clustering": Kmeans,
"kmedoids-clustering": Kmedoids,
}