def test_unmatricize():
"""
Test implementation of unmatricize.
"""
X = np.arange(2 * 3 * 4 * 5).reshape(3, 2, 4, 5)
for i in range(X.ndim):
X2 = matricize(X, i)
assert_array_almost_equal(unmatricize(X2, i, X.shape), X)
X2 = matricize(X, -2)
assert_array_almost_equal(unmatricize(X2, -2, X.shape), X)
X = np.arange(1, 9).reshape(2, 2, 2)
for i in range(X.ndim):
X2 = matricize(X, i)
assert_array_almost_equal(unmatricize(X2, i, X.shape), X)
def test_matricize():
"""
Test implementation of matricize.
"""
X = np.arange(1, 9).reshape(2, 2, 2)
matricize(X, 0)
assert_array_almost_equal(matricize(X, 2), matricize(X, -1))
assert_array_almost_equal(matricize(X, 1), matricize(X, -2))
def test_matricize():
"""
Test implementation of matricize. Data from
http://www.graphanalysis.org/SIAM-PP08/Dunlavy.pdf
"""
X = np.arange(1, 9).reshape(2, 2, 2)
matricize(X, 0)
assert_array_almost_equal(matricize(X, 2), matricize(X, -1))
assert_array_almost_equal(matricize(X, 1), matricize(X, -2))
def test_matricize():
"""
Test implementation of matricize. Data from
http://www.graphanalysis.org/SIAM-PP08/Dunlavy.pdf
"""
X = np.arange(1, 9).reshape(2, 2, 2)
matricize(X, 0)
assert_array_almost_equal(matricize(X, 2), matricize(X, -1))
assert_array_almost_equal(matricize(X, 1), matricize(X, -2))