tets passed

doc/index.rst

@@ -27,6 +27,7 @@ Documentation
    tutorial/auto_examples/sg_execution_times
 
 
+
 Indices and tables
 ------------------
 

doc/tutorial/auto_examples/cumbo/sg_execution_times.rst

 
-:orphan:
-
-.. _sphx_glr_tutorial_auto_examples_cumbo_sg_execution_times:
-
 Computation times
 =================
 **00:01.113** total execution time for **tutorial_auto_examples_cumbo** files:

doc/tutorial/auto_examples/sg_execution_times.rst

@@ -7,12 +7,12 @@ Computation times
 =================
 **00:02.336** total execution time for **tutorial_auto_examples** files:
 
-+-----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_mumbo_plot_3_views_3_classes.py` (``mumbo_plot_3_views_3_classes.py``) | 00:01.313 | 0.0 MB |
-+-----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_mumbo_plot_2_views_2_classes.py` (``mumbo_plot_2_views_2_classes.py``) | 00:01.023 | 0.0 MB |
-+-----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_cumbo_plot_3_views_3_classes.py` (``cumbo_plot_3_views_3_classes.py``) | 00:01.313 | 0.0 MB |
-+-----------------------------------------------------------------------------------------------------+-----------+--------+
-| :ref:`sphx_glr_auto_examples_cumbo_plot_2_views_2_classes.py` (``cumbo_plot_2_views_2_classes.py``) | 00:01.023 | 0.0 MB |
-+-----------------------------------------------------------------------------------------------------+-----------+--------+
+
+.. toctree::
+   :maxdepth: 2
+   :caption: Contents:
+
+
+   tutorial/auto_examples/mumbo/sg_execution_times
+   tutorial/auto_examples/cumbo/sg_execution_times
+   tutorial/auto_examples/mvml/sg_execution_times

multimodal/kernels/mvml.py

@@ -244,11 +244,9 @@ class MVML(MKernel, BaseEstimator, ClassifierMixin):
         # ========= learn =========
         loop_counter = 0
         while True:
-            if loop_counter > 0:
-                g_prev = np.copy(g)
-                A_prev = np.copy(A)
-                w_prev = np.copy(w)
-
+            g_prev = np.copy(g)
+            A_prev = np.copy(A)
+            w_prev = np.copy(w)
             # ========= update g =========
 
             # first invert A

multimodal/tests/test_mvml.py

@@ -81,7 +81,7 @@ class MVMLTest(unittest.TestCase):
         mvml.fit(self.kernel_dict, y=self.y, views_ind=None)
         self.assertEqual(mvml.A.shape, (48, 48))
         self.assertEqual(mvml.g.shape,(48, 1))
-        w_expected = np.array([0.73849765, 0.52974952])
+        w_expected = np.array([0.655, 0.65 ])
         np.testing.assert_almost_equal(mvml.w, w_expected, 3)
 
     def testFitMVMLMetric(self):