metric_learn package
====================

Module Contents
---------------

Base Classes
------------

.. autosummary::
    :toctree: generated/
    :template: class.rst

    metric_learn.Constraints
    metric_learn.base_metric.BaseMetricLearner
    metric_learn.base_metric.MetricTransformer
    metric_learn.base_metric.MahalanobisMixin
    metric_learn.base_metric._PairsClassifierMixin
    metric_learn.base_metric._TripletsClassifierMixin
    metric_learn.base_metric._QuadrupletsClassifierMixin

Supervised Learning Algorithms
------------------------------
.. autosummary::
   :toctree: generated/
   :template: class.rst

   metric_learn.LFDA
   metric_learn.LMNN
   metric_learn.MLKR
   metric_learn.NCA
   metric_learn.RCA
   metric_learn.ITML_Supervised
   metric_learn.LSML_Supervised
   metric_learn.MMC_Supervised
   metric_learn.SDML_Supervised
   metric_learn.RCA_Supervised
   metric_learn.SCML_Supervised

Weakly Supervised Learning Algorithms
-------------------------------------

.. autosummary::
   :toctree: generated/
   :template: class.rst

   metric_learn.ITML
   metric_learn.LSML
   metric_learn.MMC
   metric_learn.SDML
   metric_learn.SCML

Unsupervised Learning Algorithms
--------------------------------

.. autosummary::
   :toctree: generated/
   :template: class.rst

   metric_learn.Covariance