sax.loss module

sax.loss module#

SAX Loss Functions

mse(x, y)[source]#

mean squared error

Parameters:

  • x (ComplexArrayND) –

  • y (ComplexArrayND) –

Return type:

float

huber_loss(x, y, delta=0.5)[source]#

huber loss

Parameters:

  • x (ComplexArrayND) –

  • y (ComplexArrayND) –

  • delta (float) –

Return type:

float

l2_reg(weights)[source]#

L2 regularization loss

Parameters:

weights (Dict[str, ComplexArrayND]) –

Return type:

float