ksuit.initializers.base.initializer_base
========================================

.. py:module:: ksuit.initializers.base.initializer_base


Classes
-------

.. autoapisummary::

   ksuit.initializers.base.initializer_base.InitializerBase


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

.. py:class:: InitializerBase(path_provider)

   Bases: :py:obj:`abc.ABC`


   Helper class that provides a standard way to create an ABC using
   inheritance.

   Base class for model initializers.

   :param path_provider: PathProvider instance to access paths to load models from.


   .. py:attribute:: logger


   .. py:attribute:: path_provider


   .. py:method:: init_weights(model)
      :abstractmethod:


      Initialize the model weights from the checkpoint.

      :param model: the model to load the weights into.



   .. py:method:: init_optimizer(model)
      :abstractmethod:


      Initialize the optimizer for the model.

      :param model: a model to initialize the optimizer for. Assumes the model has an attribute optim.