Softmax

Softmax is a mathematical function used in various applications, especially in machine learning for classification tasks. It takes a set of real numbers and converts them into probabilities that add up to 1. Essentially, it emphasizes the largest values while reducing the influence of smaller ones, making it easier to identify which option is most likely correct. For example, if you have scores for different categories, Softmax helps decide which category to choose by turning those scores into understandable probabilities, ensuring that the most relevant options stand out.