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class Sigmoid(Function): | |
def forward(self, X): | |
return 1/(1 + np.exp(-X)) | |
def local_grad(self, X): | |
s = 1/(1 + np.exp(-X)) | |
grads = {'X': s * (1 - s)} | |
return grads |
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