diff options
| -rw-r--r-- | Makefile | 5 | ||||
| -rw-r--r-- | test/test_da.py | 24 |
2 files changed, 29 insertions, 0 deletions
@@ -56,6 +56,11 @@ rdoc : notebook : ipython notebook --matplotlib=inline --notebook-dir=notebooks/ + +autopep8 : + autopep8 -ir test ot examples +aautopep8 : + autopep8 -air test ot examples FORCE : diff --git a/test/test_da.py b/test/test_da.py index 7b63daf..a9d6d34 100644 --- a/test/test_da.py +++ b/test/test_da.py @@ -462,6 +462,30 @@ def test_linear_mapping(): np.testing.assert_allclose(Ct, Cst, rtol=1e-2, atol=1e-2) +def test_linear_mapping_class(): + + ns = 150 + nt = 200 + + Xs, ys = get_data_classif('3gauss', ns) + Xt, yt = get_data_classif('3gauss2', nt) + + otmap = ot.da.LinearTransport() + + otmap.fit(Xs=Xs, Xt=Xt) + assert hasattr(otmap, "A_") + assert hasattr(otmap, "B_") + assert hasattr(otmap, "A1_") + assert hasattr(otmap, "B1_") + + Xst = otmap.transform(Xs=Xs) + + Ct = np.cov(Xt.T) + Cst = np.cov(Xst.T) + + np.testing.assert_allclose(Ct, Cst, rtol=1e-2, atol=1e-2) + + def test_otda(): n_samples = 150 # nb samples |