sampling

• Name: cognitivefactory.interactive_clustering.sampling
• Description: Constraints sampling module of the Interactive Clustering package.
• Author: Erwan SCHILD
• Created: 17/03/2021
• Licence: CeCILL (https://cecill.info/licences.fr.html)

This module provides several constraints sampling algorithm, that selecte relevant contraints to annotate by an expert :

• abstract: an abstract class that defines constraints sampling algorithms functionnalities. See interactive_clustering/sampling/abstract documentation ;
• factory: a factory to easily instantiate constraints sampling algorithm object. See interactive_clustering/sampling/factory documentation ;
• clusters_based: a constraints sampling algorithm implementation that uses constraints annotation, data similarity and clustering results. See interactive_clustering/sampling/clusters_based documentation.