def test_plot_operator(self):
operator = DMDOperator(svd_rank=2,
exact=True,
forward_backward=False,
rescale_mode=None)
X = sample_data[:, :-1]
Y = sample_data[:, 1:]
X, Y = compute_tlsq(X, Y, 0)
operator.compute_operator(X, Y)
operator.plot_operator()
plt.close()
def test_call(self):
operator = DMDOperator(svd_rank=2,
exact=True,
forward_backward=False,
rescale_mode=None)
X = sample_data[:, :-1]
Y = sample_data[:, 1:]
X, Y = compute_tlsq(X, Y, 0)
operator.compute_operator(X, Y)
expected = np.array(
[-0.47643628 + 0.87835227j, -0.47270971 + 0.88160808j])
np.testing.assert_almost_equal(operator(np.ones(2)),
expected,
decimal=6)