lenskit.knn.association#

Association-rule (conditional probability and lift) nearest-neighbor recommendation.

Attributes#

AssociationMethod

Methods used to compute association scores.

Classes#

`AssociationConfig`	Configuration options for `AssociationScorer`.
`AssociationScorer`	Item scorer using association rules to compute item relatedness.

Module Contents#

type lenskit.knn.association.AssociationMethod = Literal['probability', 'lift']#: Methods used to compute association scores.

Exported Aliases#

class lenskit.knn.association.Dataset#: Re-exported alias for lenskit.data.Dataset.

class lenskit.knn.association.ItemList#: Re-exported alias for lenskit.data.ItemList.

class lenskit.knn.association.RecQuery#: Re-exported alias for lenskit.data.RecQuery.

class lenskit.knn.association.Vocabulary#: Re-exported alias for lenskit.data.Vocabulary.

class lenskit.knn.association.Stopwatch#: Re-exported alias for lenskit.logging.Stopwatch.

lenskit.knn.association.get_logger()#: Re-exported alias for lenskit.logging.get_logger().

class lenskit.knn.association.Component#: Re-exported alias for lenskit.pipeline.Component.

class lenskit.knn.association.Trainable#: Re-exported alias for lenskit.training.Trainable.

class lenskit.knn.association.TrainingOptions#: Re-exported alias for lenskit.training.TrainingOptions.