lenskit.funksvd#

FunkSVD (biased MF).

Attributes#

INITIAL_VALUE

Classes#

`FunkSVDConfig`	Configuration for `FunkSVDScorer`.
`FunkSVDTrainingParams`
`FunkSVDTrainingData`
`FunkSVDScorer`	FunkSVD explicit-feedback matrix factoriation. FunkSVD is a regularized

Module Contents#

lenskit.funksvd.INITIAL_VALUE = 0.1#

Exported Aliases#

class lenskit.funksvd.BiasModel#: Re-exported alias for lenskit.basic.BiasModel.

lenskit.funksvd.Damping#: Re-exported alias for lenskit.basic.Damping.

class lenskit.funksvd.EmbeddingSizeMixin#: Re-exported alias for lenskit.config.common.EmbeddingSizeMixin.

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

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

lenskit.funksvd.QueryInput#: Re-exported alias for lenskit.data.QueryInput.

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

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

lenskit.funksvd.NPMatrix#: Re-exported alias for lenskit.data.types.NPMatrix.

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

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

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

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

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

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