:py:mod:`mlair.model_modules.loss`
==================================

.. py:module:: mlair.model_modules.loss

.. autoapi-nested-parse::

   Collection of different customised loss functions.



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


Functions
~~~~~~~~~

.. autoapisummary::

   mlair.model_modules.loss.l_p_loss
   mlair.model_modules.loss.var_loss
   mlair.model_modules.loss.custom_loss



.. py:function:: l_p_loss(power: int) -> Callable

   Calculate the L<p> loss for given power p.

   L1 (p=1) is equal to mean absolute error (MAE), L2 (p=2) is to mean squared error (MSE), ...

   :param power: set the power of the error calculus

   :return: loss for given power


.. py:function:: var_loss(y_true, y_pred) -> Callable


.. py:function:: custom_loss(loss_list, loss_weights=None) -> Callable