Pipeline API#

This page documents the LensKit pipeline API, exposed in the lenskit.pipeline module.

Pipeline Classes#

`Pipeline`	LensKit recommendation pipeline.
`Node`	Representation of a single node in a `Pipeline`.

These are the interfaces and classes you need to reference when building new LensKit components.

`ConfigurableComponent`	Interface for configurable pipeline components (those that have hyperparameters).
`TrainableComponent`	Interface for pipeline components that can learn parameters from training data, and expose those parameters for serialization as an alternative to pickling (components also need to be picklable).
`AutoConfig`	Mixin class providing automatic configuration support based on constructor arguments.

Create a pipeline that produces top-N recommendations using the specified scorer. The scorer should have the following call signature::.