Functional Losses#

mean_squared_error#

def mean_squared_error(predictions: nabla.core.tensor.Tensor, targets: nabla.core.tensor.Tensor) -> nabla.core.tensor.Tensor:

mean_absolute_error#

def mean_absolute_error(predictions: nabla.core.tensor.Tensor, targets: nabla.core.tensor.Tensor) -> nabla.core.tensor.Tensor:

huber_loss#

def huber_loss(predictions: nabla.core.tensor.Tensor, targets: nabla.core.tensor.Tensor, delta: float = 1.0) -> nabla.core.tensor.Tensor: