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: