interactive_clustering
- Name: cognitivefactory.interactive_clustering
- Description: Python package used to apply NLP interactive clustering methods.
- Author: Erwan SCHILD
- Created: 17/03/2021
- Licence: CeCILL (https://cecill.info/licences.fr.html)
Three modules are available:
constraints
: it provides a constraints manager, that stores annotated constraints on data and gives some feedback on information deduced (such as the transitivity between constraints or the situation of inconsistency). See interactive_clustering/constraints documentation ;sampling
: it provides several constraints sampling algorithm, that selecte relevant contraints to annotate by an expert. See interactive_clustering/sampling documentation ;clustering
: it provides several constrained clustering algorithms, that partition the data according to annotated constraints. See interactive_clustering/clustering documentation ;utils
: it provides several basic functionnalities, like data preprocessing and data vectorization. See interactive_clustering/utils documentation.