The Softmax function and its derivative
Summary
A technical exposition of the softmax function, its derivative, and practical considerations for implementation. The article derives the Jacobian of softmax, presents the standard D_j S_i formula, discusses numerical stability with a stable softmax, and connects softmax to cross-entropy loss through chain rule.