:py:mod:`kosmos.ml.cl_manager`
==============================

.. py:module:: kosmos.ml.cl_manager







Classes
-------

.. py:class:: CLManager(config: kosmos.ml.config.sl_train.SLTrainConfig)


   Centralized learning manager for supervised learning classification tasks.

   Initialize the centralized learning manager.

   :param config: Supervised learning training configuration.





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   .. rubric:: Methods

   .. py:method:: train() -> collections.abc.Iterator[kosmos.ml.sl_result.SLTrainIterationResult]

      Run training on the train data over the configured number of epochs.

      :returns: An iterator yielding one train result per epoch.
      :rtype: Iterator[SLTrainIterationResult]


   .. py:method:: test() -> kosmos.ml.sl_result.SLTestIterationResult

      Evaluate the model on the test data.

      :returns: Result of the test iteration.
      :rtype: SLTestIterationResult