def test_to_dict(self):
tail = NoTail()
output_dict = tail.to_dict()
assert "class" in output_dict
assert output_dict["class"] == "NoTail"
assert "params" in output_dict
assert output_dict["params"] is None
def test_compute_b(self):
tail = NoTail()
y = np.random.rand(10)
b = tail.compute_b(y)
assert b.shape == (10, 1)
assert np.all(b == y.reshape((-1, 1)))
b = tail.compute_b(y, 2)
assert b.shape == (10, 1)
assert np.all(b == y.reshape((-1, 1)))
def test_evaluate(self):
tail = NoTail()
x = np.random.rand(10, 2)
y = tail.evaluate(x)
assert y.shape == (10, )
assert np.all(y == np.zeros(10))
x = np.random.rand(20, 2)
y = tail.evaluate(x)
assert y.shape == (20, )
assert np.all(y == np.zeros(20))
def test_compute_P(self):
tail = NoTail()
x = np.random.rand(10, 2)
P = tail.compute_P(x)
assert P is None
def test_degree(self):
tail = NoTail()
assert tail.degree == -1
def test_set_params(self):
tail = NoTail()
tail.set_params(1)
assert True
def test_params(self):
tail = NoTail()
assert tail.params is None
def test___init__(self):
tail = NoTail()
assert True