Machine Learning & Training

What Is the Sigmoid Function?

The sigmoid function is an activation function that maps any real-valued input to a value between 0 and 1 using an S-shaped curve. This makes it useful for producing probability-like outputs, particularly in binary classification. However, it can suffer from vanishing gradients for very large or small inputs.