mlair.model_modules.loss
¶
Collection of different customised loss functions.
Module Contents¶
Functions¶
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Calculate the L<p> loss for given power p. |
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mlair.model_modules.loss.
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), …
- Parameters
power – set the power of the error calculus
- Returns
loss for given power
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mlair.model_modules.loss.
var_loss
(y_true, y_pred) → Callable¶
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mlair.model_modules.loss.
custom_loss
(loss_list, loss_weights=None) → Callable¶