lenskit.implicit#

Bridges to recommendation models from implicit.

Classes#

BaseRec

Base class for Implicit-backed recommenders.

ALS

LensKit interface to implicit.cpu.als (or GPU version).

BPR

LensKit interface to implicit.cpu.bpr (or GPU version).

Exported Aliases#

class lenskit.implicit.Dataset#

Re-exported alias for lenskit.data.Dataset.

class lenskit.implicit.ItemList#

Re-exported alias for lenskit.data.ItemList.

lenskit.implicit.QueryInput#

Re-exported alias for lenskit.data.QueryInput.

class lenskit.implicit.RecQuery#

Re-exported alias for lenskit.data.RecQuery.

class lenskit.implicit.Vocabulary#

Re-exported alias for lenskit.data.Vocabulary.

lenskit.implicit.ensure_parallel_init()#

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

lenskit.implicit.get_parallel_config()#

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

class lenskit.implicit.Component#

Re-exported alias for lenskit.pipeline.Component.

class lenskit.implicit.Trainable#

Re-exported alias for lenskit.training.Trainable.

class lenskit.implicit.TrainingOptions#

Re-exported alias for lenskit.training.TrainingOptions.