Derivative of sigmoid: Why is it f(x)(1-f(x)) ?

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The sigmoid functions is often used as the activation function of neural networks. Here I show you what the derivative of sigmoid function is, and why it satisfies f'(x)=f(x)(1-f(x)).

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