cytonormpy.KMeans

class cytonormpy.KMeans(**kwargs)

Class to perform KMeans clustering.

Parameters:

kwargs – keyword arguments passed to sklearn.cluster.KMeans. For further information, refer to their documentation.

Return type:

None

Methods

calculate_clusters(X, **kwargs)	Calculates the clusters.
calculate_clusters_multiple(X, n_clusters)	Returns an array of shape (n_samples, len(n_clusters)), where each column i is the cluster‐assignment vector for KMeans(n_clusters=n_clusters[i]).
train(X, **kwargs)	Trains the classifier.