mrd touches

GPy/testing/mrd_tests.py

@@ -0,0 +1,32 @@
+# Copyright (c) 2013, Max Zwiessele
+# Licensed under the BSD 3-clause license (see LICENSE.txt)
+'''
+Created on 10 Apr 2013
+
+@author: maxz
+'''
+
+import unittest
+import numpy as np
+import GPy
+
+# class MRDTests(unittest.TestCase):
+#
+#     # @unittest.skip('')
+#     def test_gradients(self):
+#         num_m = 2
+#         N, M, Q, D = 10, 3, 2, 4
+#         X = np.random.rand(N, Q)
+#         k = GPy.kern.linear(Q) + GPy.kern.bias(Q) + GPy.kern.white(Q, 0.00001)
+#         K = k.K(X)
+#         Ylist = [np.random.multivariate_normal(np.zeros(N), K, D).T for _ in range(num_m)]
+#
+#         m = GPy.models.MRD(*Ylist, Q=Q, kernel=k, M=M)
+#         m._debug = True
+#         m.ensure_default_constraints()
+#         m.randomize()
+#         self.assertTrue(m.checkgrad())
+#
+# if __name__ == "__main__":
+#     print "Running unit tests, please be (very) patient..."
+#     # unittest.main()