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Apply the Sigmoid Function

Explore how to apply the sigmoid activation function to hidden and output layers in a neural network using Python. Understand the use of scipy's expit function and lambda expressions to define activation functions efficiently. This lesson helps you implement activation functions that enhance your neural network's performance.

Sigmoid function in scipy

Here’s the formula of the sigmoid function:

Ohidden=sigmoid(Xhidden) O_\text{hidden} = \text{sigmoid}( X_\text{hidden} ) ...