Machine Learning

The Sigmoid and its Derivative

The sigmoid function, \(\sigma(x)\), is also called the logistic function, or expit [1]. It is the inverse of the logit function. Its function definition is: \[ \sigma(x) = \frac{1}{1+e^{-x}} \tag{1}\]

Machine Learning

What is a Logit?

The term logit has different meanings in math and in the TensorFlow library. In TensorFlow it means “Per-label activations, typically a linear output. These activation energies are interpreted as unnormalized

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