pysummarization.clusterabledoc package

Submodules

pysummarization.clusterabledoc.k_means module

class pysummarization.clusterabledoc.k_means.KMeans(cluster_num=2, max_iter=100, init_noise_arr=None)[source]

Bases: pysummarization.clusterable_doc.ClusterableDoc

K-Means method.

centroid_arr

getter

get_centroid_arr()[source]

getter

inference(document_arr)[source]

Inferencing.

Parameters:document_arr – np.ndarray of sentences vectors.
Retruns:
np.ndarray of labeled data.
learn(document_arr)[source]

Learning.

Parameters:document_arr – np.ndarray of sentences vectors.
Retruns:
np.ndarray of labeled data.
set_readonly(value)[source]

setter

Module contents