lenskit.sklearn.svd
===================

.. py:module:: lenskit.sklearn.svd

.. autoapi-nested-parse::

   Singular value decomposition for explicit feedback.

   This module contains a truncated SVD explicit-feedback scorer built on
   :class:`sklearn.decomposition.TruncatedSVD`.



Classes
-------

.. toctree::
   :hidden:

   /api/lenskit/sklearn/svd/BiasedSVDConfig
   /api/lenskit/sklearn/svd/BiasedSVDScorer

.. autoapisummary::

   lenskit.sklearn.svd.BiasedSVDConfig
   lenskit.sklearn.svd.BiasedSVDScorer




Exported Aliases
----------------

.. py:class:: lenskit.sklearn.svd.BiasModel

    Re-exported alias for :py:class:`lenskit.basic.BiasModel`.

.. py:data:: lenskit.sklearn.svd.Damping

    Re-exported alias for :py:data:`lenskit.basic.Damping`.

.. py:class:: lenskit.sklearn.svd.EmbeddingSizeMixin

    Re-exported alias for :py:class:`lenskit.config.common.EmbeddingSizeMixin`.

.. py:class:: lenskit.sklearn.svd.Dataset

    Re-exported alias for :py:class:`lenskit.data.Dataset`.

.. py:class:: lenskit.sklearn.svd.ItemList

    Re-exported alias for :py:class:`lenskit.data.ItemList`.

.. py:data:: lenskit.sklearn.svd.QueryInput

    Re-exported alias for :py:data:`lenskit.data.QueryInput`.

.. py:class:: lenskit.sklearn.svd.RecQuery

    Re-exported alias for :py:class:`lenskit.data.RecQuery`.

.. py:class:: lenskit.sklearn.svd.Vocabulary

    Re-exported alias for :py:class:`lenskit.data.Vocabulary`.

.. py:class:: lenskit.sklearn.svd.Stopwatch

    Re-exported alias for :py:class:`lenskit.logging.Stopwatch`.

.. py:function:: lenskit.sklearn.svd.get_logger

    Re-exported alias for :py:func:`lenskit.logging.get_logger`.

.. py:class:: lenskit.sklearn.svd.Component

    Re-exported alias for :py:class:`lenskit.pipeline.Component`.

.. py:class:: lenskit.sklearn.svd.Trainable

    Re-exported alias for :py:class:`lenskit.training.Trainable`.

.. py:class:: lenskit.sklearn.svd.TrainingOptions

    Re-exported alias for :py:class:`lenskit.training.TrainingOptions`.