lenskit.graphs.lightgcn

LightGCN recommendation.

Classes

LightGCNConfig	Configuration for LightGCNScorer.
LightGCNScorer	Scorer using LightGCN [].
LightGCNTrainer	Protocol implemented by iterative trainers for models. Models that
LogisticLightGCNTrainer	Protocol implemented by iterative trainers for models. Models that
PairwiseLightGCNTrainer	Protocol implemented by iterative trainers for models. Models that

Exported Aliases

class lenskit.graphs.lightgcn.EmbeddingSizeMixin

Re-exported alias for lenskit.config.common.EmbeddingSizeMixin.

class lenskit.graphs.lightgcn.BatchedRange

Re-exported alias for lenskit.data.BatchedRange.

class lenskit.graphs.lightgcn.Dataset

Re-exported alias for lenskit.data.Dataset.

class lenskit.graphs.lightgcn.ItemList

Re-exported alias for lenskit.data.ItemList.

class lenskit.graphs.lightgcn.MatrixRelationshipSet

Re-exported alias for lenskit.data.MatrixRelationshipSet.

lenskit.graphs.lightgcn.QueryInput

Re-exported alias for lenskit.data.QueryInput.

class lenskit.graphs.lightgcn.RecQuery

Re-exported alias for lenskit.data.RecQuery.

class lenskit.graphs.lightgcn.Vocabulary

Re-exported alias for lenskit.data.Vocabulary.

class lenskit.graphs.lightgcn.COOStructure

Re-exported alias for lenskit.data.matrix.COOStructure.

lenskit.graphs.lightgcn.item_progress()

Re-exported alias for lenskit.logging.progress._dispatch.item_progress().

class lenskit.graphs.lightgcn.Component

Re-exported alias for lenskit.pipeline.components.Component.

lenskit.graphs.lightgcn.inference_mode()

Re-exported alias for lenskit.torch.inference_mode().

class lenskit.graphs.lightgcn.ModelTrainer

Re-exported alias for lenskit.training.ModelTrainer.

class lenskit.graphs.lightgcn.TrainingOptions

Re-exported alias for lenskit.training.TrainingOptions.

class lenskit.graphs.lightgcn.UsesTrainer

Re-exported alias for lenskit.training.UsesTrainer.