lenskit.graphs.lightgcn
=======================

.. py:module:: lenskit.graphs.lightgcn

.. autoapi-nested-parse::

   LightGCN recommendation.



Classes
-------

.. toctree::
   :hidden:

   /api/lenskit/graphs/lightgcn/LightGCNConfig
   /api/lenskit/graphs/lightgcn/LightGCNScorer
   /api/lenskit/graphs/lightgcn/LightGCNTrainer
   /api/lenskit/graphs/lightgcn/LogisticLightGCNTrainer
   /api/lenskit/graphs/lightgcn/PairwiseLightGCNTrainer

.. autoapisummary::

   lenskit.graphs.lightgcn.LightGCNConfig
   lenskit.graphs.lightgcn.LightGCNScorer
   lenskit.graphs.lightgcn.LightGCNTrainer
   lenskit.graphs.lightgcn.LogisticLightGCNTrainer
   lenskit.graphs.lightgcn.PairwiseLightGCNTrainer




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

.. py:class:: lenskit.graphs.lightgcn.EmbeddingSizeMixin

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

.. py:class:: lenskit.graphs.lightgcn.BatchedRange

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

.. py:class:: lenskit.graphs.lightgcn.Dataset

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

.. py:class:: lenskit.graphs.lightgcn.ItemList

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

.. py:class:: lenskit.graphs.lightgcn.MatrixRelationshipSet

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

.. py:data:: lenskit.graphs.lightgcn.QueryInput

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

.. py:class:: lenskit.graphs.lightgcn.RecQuery

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

.. py:class:: lenskit.graphs.lightgcn.Vocabulary

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

.. py:class:: lenskit.graphs.lightgcn.COOStructure

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

.. py:function:: lenskit.graphs.lightgcn.item_progress

    Re-exported alias for :py:func:`lenskit.logging.progress._dispatch.item_progress`.

.. py:class:: lenskit.graphs.lightgcn.Component

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

.. py:function:: lenskit.graphs.lightgcn.inference_mode

    Re-exported alias for :py:func:`lenskit.torch.inference_mode`.

.. py:class:: lenskit.graphs.lightgcn.ModelTrainer

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

.. py:class:: lenskit.graphs.lightgcn.TrainingOptions

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

.. py:class:: lenskit.graphs.lightgcn.UsesTrainer

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