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#1
In the page 37 (version 10 of MEAP) the line before latest line is written as:

pred = neural_network(input,weight) 


while the variable supposed to be weights as initialized in the 2nd line:

weights = np.array([0.1, 0.2, 0])


So, the correct code supposed to be:

pred = neural_network(input,weights)