def test_functions():
value = random.randint(-100, 100)
value2 = random.randint(1, 100)
assert round(c.sin(value)) == round(math.sin(
value)), "Sin function is not working, you studied this in 10.."
assert round(c.cos(value)) == round(math.cos(
value)), "Cos function is not working, you studied this in 10.."
assert round(c.tan(value)) == round(math.tan(
value)), "Tan function is not working, you studied this in 10.."
assert round(c.tanh(value)) == round(math.tanh(
value)), "Tanh function is not working, you studied this in 10.."
assert round(c.sigmoid(value)) == round(
(1 / (1 + math.exp(-value))
)), "Sigmoid function is not working, this is the basic of DNN.."
assert round(c.relu(value)) == round(max(
0, value)), "Relu function is not working, this is the basic of DNN,,"
assert round(c.log(value2)) == round(math.log(
value2)), "Log function is not working, you studied this in 10.."
assert round(c.e(value)) == round(math.exp(
value)), "Exp function is not working, you studied this in 10.."
assert [
0.0003282279149649954, 0.0024252944769113903, 0.01792063694632493,
0.0008922159768423478, 0.9784336246849563
] == c.softmax([1, 3, 5, 2,
9]), "Softmax not working bro.. how will you make NN then"
def test_all_function_check():
import calculator
assert calculator.sin(math.pi / 2) == 1
assert calculator.cos(math.pi) == -1
assert calculator.tan(0) == 0
assert calculator.tanh(0) == 0
assert calculator.softmax([1,
2]) == [0.2689414213699951, 0.7310585786300049]
assert calculator.e(0) == 1
assert calculator.log(10, base=10) == 1
assert calculator.relu(10) == 10
assert calculator.relu(-10) == 0
assert calculator.sigmoid(0) == 0.5
def test_functions_e():
assert math.exp(num) == calculator.e(num), 'E implementation failed'
def test_e():
assert math.exp(3) == calc.e(3), 'Check exp function'
def test_exp():
assert calculator.e(4) == exp(4)