lenskit.knn.slim

Sparse LInear Methods for Recommendation [NK11].

Classes

SLIMConfig	Hyperparameters for SLIM/fsSLIM (SlimScorer).
SLIMScorer	Item scorer using Sparse LInear Methods (SLIM). SLIM was described for

Exported Aliases

class lenskit.knn.slim.Dataset

Re-exported alias for lenskit.data.Dataset.

class lenskit.knn.slim.ItemList

Re-exported alias for lenskit.data.ItemList.

class lenskit.knn.slim.RecQuery

Re-exported alias for lenskit.data.RecQuery.

class lenskit.knn.slim.Vocabulary

Re-exported alias for lenskit.data.Vocabulary.

class lenskit.knn.slim.SparseRowArray

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

exception lenskit.knn.slim.DataWarning

Re-exported alias for lenskit.diagnostics.DataWarning.

lenskit.knn.slim.get_logger()

Re-exported alias for lenskit.logging.get_logger().

lenskit.knn.slim.item_progress()

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

lenskit.knn.slim.ensure_parallel_init()

Re-exported alias for lenskit.parallel.config.ensure_parallel_init().

class lenskit.knn.slim.Component

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

class lenskit.knn.slim.Trainable

Re-exported alias for lenskit.training.Trainable.

class lenskit.knn.slim.TrainingOptions

Re-exported alias for lenskit.training.TrainingOptions.