def test_forwardFork21(self):
n = mlp(sizes=[2, 1],
weightGenerator=lambda: 1,
biasGenerator=lambda: 0,
activationFunction=Identity())
assert_allclose(n.forward([0, 0]), [0])
assert_allclose(n.forward([10, 10]), [20])
assert_allclose(n.forward([-11, -10]), [-21])
def test_forwardChain(self):
n = mlp(sizes=[1, 1, 1],
weightGenerator=lambda: 1,
biasGenerator=lambda: 0,
activationFunction=Identity())
assert_allclose(n.forward([0]), [0])
assert_allclose(n.forward([10]), [10])
assert_allclose(n.forward([-11]), [-11])
def test_construct(self):
n = mlp([1, 2, 2, 1])
n.forward([1])