def test_quadratic_model_check(self):
np.random.seed(42)
X = np.random.normal(size=(100,3))
f = sr.SimulationRunner(self.quad_fun).run(X)
gamma = 0.33*np.ones((3,1))
e, W = sdr.quadratic_model_check(X, f, gamma)
def test_quadratic_model_check(self):
np.random.seed(42)
X = np.random.normal(size=(100,3))
f = sr.SimulationRunner(self.quad_fun).run(X)
gamma = 0.33*np.ones((3,1))
e, W = sdr.quadratic_model_check(X, f, gamma)
if self.writeData:
np.savez('data/test_sdr_0_2',e=e, W=W)
data_test = helper.load_test_npz('test_sdr_0_2.npz')
np.testing.assert_almost_equal(e, data_test['e'])
np.testing.assert_almost_equal(W, data_test['W'])
