lenskit.schemas.tuning
======================

.. py:module:: lenskit.schemas.tuning


Attributes
----------

.. autoapisummary::

   lenskit.schemas.tuning.ErrorAction
   lenskit.schemas.tuning.SearchSpace


Classes
-------

.. toctree::
   :hidden:

   /api/lenskit/schemas/tuning/IterativeConfig
   /api/lenskit/schemas/tuning/SearchConfig
   /api/lenskit/schemas/tuning/TuningSpec
   /api/lenskit/schemas/tuning/PipelineFile
   /api/lenskit/schemas/tuning/SearchParam

.. autoapisummary::

   lenskit.schemas.tuning.IterativeConfig
   lenskit.schemas.tuning.SearchConfig
   lenskit.schemas.tuning.TuningSpec
   lenskit.schemas.tuning.PipelineFile
   lenskit.schemas.tuning.SearchParam



Module Contents
---------------

.. py:type:: ErrorAction
   :canonical: Literal['abort', 'continue']


   Action to take when a trial fails.

.. py:type:: SearchSpace
   :canonical: Mapping[str, SearchParam | SearchSpace]


   Specification of the (possibly nested) hyperparameter search space for a
   component.


Exported Aliases
----------------

.. py:function:: lenskit.schemas.tuning.load_model_data

    Re-exported alias for :py:func:`lenskit.schemas._load.load_model_data`.

.. py:class:: lenskit.schemas.tuning.PipelineConfig

    Re-exported alias for :py:class:`lenskit.schemas.pipeline.PipelineConfig`.