klyn.math.nn.activations.Softmax.forward
method
public override forward(inputs as NDArray<T>) as NDArray<T>
Description

Computes exp(x - max(x)) / sum(exp(x - max(x))) along each row.

Parameters
ParameterDescription
inputsFinite logit matrix.
Returns

Same-shaped probability matrix, independently allocated.

Throws
  • ValueException for non-matrix or non-finite input.
Example

probabilities = Softmax<Float>().forward(logits)