diff options
Diffstat (limited to 'test/test_da.py')
| -rw-r--r-- | test/test_da.py | 24 |
1 files changed, 20 insertions, 4 deletions
diff --git a/test/test_da.py b/test/test_da.py index 3b28119..9f2bb50 100644 --- a/test/test_da.py +++ b/test/test_da.py @@ -6,11 +6,18 @@ import numpy as np from numpy.testing import assert_allclose, assert_equal +import pytest import ot from ot.datasets import make_data_classif from ot.utils import unif +try: # test if cudamat installed + import sklearn # noqa: F401 + nosklearn = False +except ImportError: + nosklearn = True + def test_sinkhorn_lpl1_transport_class(): """test_sinkhorn_transport @@ -99,8 +106,8 @@ def test_sinkhorn_l1l2_transport_class(): """test_sinkhorn_transport """ - ns = 150 - nt = 200 + ns = 50 + nt = 100 Xs, ys = make_data_classif('3gauss', ns) Xt, yt = make_data_classif('3gauss2', nt) @@ -441,8 +448,8 @@ def test_mapping_transport_class(): """test_mapping_transport """ - ns = 60 - nt = 120 + ns = 20 + nt = 30 Xs, ys = make_data_classif('3gauss', ns) Xt, yt = make_data_classif('3gauss2', nt) @@ -558,6 +565,14 @@ def test_mapping_transport_class(): otda.fit(Xs=Xs, Xt=Xt) assert len(otda.log_.keys()) != 0 + # check that it does not crash when derphi is very close to 0 + np.random.seed(39) + Xs, ys = make_data_classif('3gauss', ns) + Xt, yt = make_data_classif('3gauss2', nt) + otda = ot.da.MappingTransport(kernel="gaussian", bias=False) + otda.fit(Xs=Xs, Xt=Xt) + np.random.seed(None) + def test_linear_mapping(): ns = 150 @@ -691,6 +706,7 @@ def test_jcpot_barycenter(): np.testing.assert_allclose(prop, [1 - pt, pt], rtol=1e-3, atol=1e-3) +@pytest.mark.skipif(nosklearn, reason="No sklearn available") def test_emd_laplace_class(): """test_emd_laplace_transport """ |