nemos.regularizer.Regularizer.penalized_loss

abstractmethod Regularizer.penalized_loss(loss, regularizer_strength)

Abstract method to penalize loss functions.

Parameters:

• loss (Callable) – Callable loss function.

• regularizer_strength (float) – Float the indicates the regularization strength.

Return type:

Callable

Returns:

A modified version of the loss function including any relevant penalization based on the regularizer type.