def classify_with_random_network_test():
# given
pysbp.init()
pysbp.add_layer([0.5, 0.5, 0.5])
# when
answer = pysbp.classify([1, 0])
# then
assert all(a >= 0.0 and a <= 1.0 for a in answer),\
"Some values in {} aren't from range [0,1]".format(answer)
def check_examples(input, output):
answer = pysbp.classify(input)
assert abs(answer[0] - output[0]) < EPS, \
"Network answer for {} should be {}, not {}".format(
input, output, answer)