Softmax Algorithm Visualization

Softmax converts any set of numbers into probabilities that sum to 1. Used in machine learning for classification, neural networks, and recommendation systems. Try adjusting the inputs to see how probabilities change!

Input Controls

3

Raw Inputs

Softmax Results

Probability Distribution

Mathematical Details

Formula

σ(xᵢ) = eˣⁱ / Σⱼeˣʲ

Sum of Probabilities

1.000

Max Probability

0.000