\begin{equation} softmax\qty(x_{i}) = \frac{\exp(x_{i})}{\sum_{j=1}^{n} \exp(x_{j})} \end{equation}
its “softmax”!
- max: amplifies the probability of the largest \(x_{i}\)
- soft: because it assign some probability to smaller \(x_{j}\) as well
\begin{equation} softmax\qty(x_{i}) = \frac{\exp(x_{i})}{\sum_{j=1}^{n} \exp(x_{j})} \end{equation}
its “softmax”!