Method test_similarize_distance

tests/core_tests.py:388–397

(self)

class TestDensity(unittest.TestCase):

    def test_similarize_distance(self):
        from scipy.spatial.distance import cosine
        sim = modAL.density.similarize_distance(cosine)
        for _ in range(100):
            for n_dim in range(1, 10):
                X_1, X_2 = np.random.rand(n_dim), np.random.rand(n_dim)
                np.testing.assert_almost_equal(
                    sim(X_1, X_2),
                    1/(1 + cosine(X_1, X_2))
                )

    def test_information_density(self):
        for n_samples in range(1, 10):