pgcuts.metrics
==============

Clustering evaluation metrics and graph cut objectives.

Clustering evaluation
---------------------

.. autofunction:: pgcuts.metrics.evaluate_clustering

.. autofunction:: pgcuts.metrics.nmi_score

.. autofunction:: pgcuts.metrics.ari_score

.. autofunction:: pgcuts.metrics.cluster_acc_score

Label assignment
~~~~~~~~~~~~~~~~

.. autofunction:: pgcuts.metrics.assign_clusters

.. autofunction:: pgcuts.metrics.assign_unique_clusters

Graph objectives
----------------

.. autofunction:: pgcuts.metrics.compute_rcut_ncut

.. autofunction:: pgcuts.metrics.ratio_cut_score

Soft objectives
~~~~~~~~~~~~~~~

.. autofunction:: pgcuts.metrics.soft_ncut

.. autofunction:: pgcuts.metrics.soft_rcut