How to implement the ReLU function in Numpy

Question

I want to make a simple neural network which uses the ReLU function. Can someone give me a clue of how can I implement the function using numpy.

Answer 1

numpy didn't have the function of relu, but you define it by yourself as follow:

def relu(x):
    return np.maximum(0, x)

for example:

arr = np.array([[-1,2,3],[1,2,3]])

ret = relu(arr)
print(ret) # print [[0 2 3] [1 2 3]]