Logistic function

Important function in machine learning, used to model probabilities. The logistic function is defined as:

$$f(x)=\frac{1}{1+e^{-x}}$$

It is also known as the sigmoid function. The logistic function is used to model probabilities, as it maps any real value to the range $[0,1]$. It is also used in neural networks as an activation function.