From d6ef8676cc3f94ba5d80acc9fd9745c9ed91819a Mon Sep 17 00:00:00 2001
From: ievred <ievgen.redko@univ-st-etienne.fr>
Date: Wed, 8 Apr 2020 10:28:57 +0200
Subject: remove jcpot from laplace

---
 test/test_da.py | 56 +-------------------------------------------------------
 1 file changed, 1 insertion(+), 55 deletions(-)

(limited to 'test')

diff --git a/test/test_da.py b/test/test_da.py
index 4eaf193..0e31f26 100644
--- a/test/test_da.py
+++ b/test/test_da.py
@@ -549,60 +549,6 @@ def test_linear_mapping_class():
     np.testing.assert_allclose(Ct, Cst, rtol=1e-2, atol=1e-2)
 
 
-def test_jcpot_transport_class():
-    """test_jcpot_transport
-    """
-
-    ns1 = 150
-    ns2 = 150
-    nt = 200
-
-    Xs1, ys1 = make_data_classif('3gauss', ns1)
-    Xs2, ys2 = make_data_classif('3gauss', ns2)
-
-    Xt, yt = make_data_classif('3gauss2', nt)
-
-    Xs = [Xs1, Xs2]
-    ys = [ys1, ys2]
-
-    otda = ot.da.JCPOTTransport(reg_e=0.01, max_iter=1000, tol=1e-9, verbose=True, log=True)
-
-    # test its computed
-    otda.fit(Xs=Xs, ys=ys, Xt=Xt)
-
-    assert hasattr(otda, "coupling_")
-    assert hasattr(otda, "proportions_")
-    assert hasattr(otda, "log_")
-
-    # test dimensions of coupling
-    for i, xs in enumerate(Xs):
-        assert_equal(otda.coupling_[i].shape, ((xs.shape[0], Xt.shape[0])))
-
-    # test all margin constraints
-    mu_t = unif(nt)
-
-    for i in range(len(Xs)):
-        # test margin constraints w.r.t. uniform target weights for each coupling matrix
-        assert_allclose(
-            np.sum(otda.coupling_[i], axis=0), mu_t, rtol=1e-3, atol=1e-3)
-
-        # test margin constraints w.r.t. modified source weights for each source domain
-
-        assert_allclose(
-            np.dot(otda.log_['D1'][i], np.sum(otda.coupling_[i], axis=1)), otda.proportions_, rtol=1e-3,
-            atol=1e-3)
-
-    # test transform
-    transp_Xs = otda.transform(Xs=Xs)
-    [assert_equal(x.shape, y.shape) for x, y in zip(transp_Xs, Xs)]
-
-    Xs_new, _ = make_data_classif('3gauss', ns1 + 1)
-    transp_Xs_new = otda.transform(Xs_new)
-
-    # check that the oos method is working
-    assert_equal(transp_Xs_new.shape, Xs_new.shape)
-
-
 def test_emd_laplace_class():
     """test_emd_laplace_transport
     """
@@ -654,4 +600,4 @@ def test_emd_laplace_class():
 
     # test fit_transform
     transp_Xs = otda.fit_transform(Xs=Xs, Xt=Xt)
-    assert_equal(transp_Xs.shape, Xs.shape)
+    assert_equal(transp_Xs.shape, Xs.shape)
\ No newline at end of file
-- 
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