Question

: Compute the 9 partial derivatives for the network with two inputs, two neurons in

Answer 1

Using the python code we can say that it will be possible to calculate the neutrons and organize them as:

The code can be written as:

def get_total_derivative(self,l_id):

def sigmoid(x, div = 0):

if div == 1:

return np.exp(-x) / (1. + np.exp(-x))**2.

if div == 2:

return - np.exp(x) * (np.exp(x) - 1) / (1. + np.exp(x))**3.

return 1. / (1. + np.exp(-x))

def linear(x, div = 0):

if div == 1:

return np.full(x.shape,1)

if div > 2:

return np.zeros(x.shape)

return x

See more about python at brainly.com/question/18502436

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