Test init of the model.

TF_Implementation/test/test_RBF_tf.py

@@ -23,7 +23,19 @@ class TestRBFLayer(unittest.TestCase):
 
         self.assertEqual(output.shape, (3, self.n_centers))
         self.assertTrue(tf.reduce_all(output >= 0)) 
-        
 
+class TestRBFAdaptiveModel(unittest.TestCase):
+    def setUp(self):
+        """ Set up a RBFAdaptiveModel class instance."""
+        self.n_centers = 5
+        self.input_dim = 3
+        self.model = RBFAdaptiveModel(self.n_centers, self.input_dim)
+
+    def test_initialization(self):
+        """ Test the initialization of the model."""
+        self.assertIsInstance(self.model.rbf_layer, RBFLayer)
+        self.assertEqual(self.model.output_layer.units, 1)
+
+        
 if __name__ == '__main__':
     unittest.main()