Constrained Clustering Python Packages

spectralcluster

Python re-implementation of the (constrained) spectral clustering algorithms used in Google's speaker diarization papers.

clumppy

Clustering algorithms

constrained-linkage

Hierarchical agglomerative clustering with soft constraints (SciPy-compatible Z).

synloc

A Python package to create synthetic data from locally estimated distributions

scikit-query

Active query strategies for semi-supervised clustering on top of scikit-learn and SciPy