def test_tan():
value = 0.5
x = Variable('x', value)
a = tan(value)
b = arctan(value)
c = tanh(value)
assert a == pytest.approx(np.tan(value))
assert b == pytest.approx(np.arctan(value))
assert c == pytest.approx(np.tanh(value))
g = tan(x)
h = arctan(x)
i = tanh(x)
assert g.val == pytest.approx(np.tan(value))
assert h.val == pytest.approx(np.arctan(value))
assert i.val == pytest.approx(np.tanh(value))
def test_array_input():
arr = [Variable('x', 0.5), Variable('x', 0.5)]
t1 = sin(arr)
t2 = arcsin(arr)
t3 = cos(arr)
t4 = arccos(arr)
t5 = tan(arr)
t6 = arctan(arr)
t7 = exp(arr)
t8 = log(arr)
t9 = sinh(arr)
t10 = cosh(arr)
t11 = tanh(arr)
t12 = sqrt(arr)
t13 = sigmoid(arr)
assert t1[0].val == pytest.approx(np.sin(0.5))
assert t2[1].val == pytest.approx(np.arcsin(0.5))
assert t3[0].val == pytest.approx(np.cos(0.5))
assert t4[1].val == pytest.approx(np.arccos(0.5))
assert t5[0].val == pytest.approx(np.tan(0.5))
assert t6[1].val == pytest.approx(np.arctan(0.5))
assert t8[0].val == pytest.approx(np.log(0.5))
assert t9[1].val == pytest.approx(np.sinh(0.5))
assert t10[0].val == pytest.approx(np.cosh(0.5))
assert t11[1].val == pytest.approx(np.tanh(0.5))
assert t12[0].val == pytest.approx(np.sqrt(0.5))
assert t13[1].val == pytest.approx(1 / (1 + np.exp(-0.5)))
def test_string_input():
with pytest.raises(TypeError):
f = sin('test')
with pytest.raises(TypeError):
f = cos('test')
with pytest.raises(TypeError):
f = tan('test')
with pytest.raises(TypeError):
f = sinh('test')
with pytest.raises(TypeError):
f = cosh('test')
with pytest.raises(TypeError):
f = tanh('test')
with pytest.raises(TypeError):
f = arcsin('test')
with pytest.raises(TypeError):
f = arccos('test')
with pytest.raises(TypeError):
f = arctan('test')
with pytest.raises(TypeError):
f = sqrt('test')
with pytest.raises(TypeError):
f = sigmoid('test')
with pytest.raises(TypeError):
f = log('test')
with pytest.raises(TypeError):
f = exp('test')
def test_composition_val():
value = np.pi / 6
x = Variable('x', value)
c = cos(x)
s = sin(x)
t = tan(x)
e = exp(x)
f = c * t + e
g = c + s
assert isinstance(f, Trace)
assert f._val == np.cos(value) * np.tan(value) + np.exp(value)
def f(x):
return cos(x) * tan(x) + exp(x)
def f0(x):
return x**3 - 4 * x + cos(exp(-sin(tan(log(x)))))
def f10(v):
return sin(v)**2 + tan(v)**2
def f5(x, y, z):
return [exp(-(sin(x) - cos(y))**2), sin(-log(x)**2 + tan(z))]