reverse transpose (#57)

Author: aloctavodia

pymc_bart/tree.py

@@ -64,7 +64,7 @@ def new_tree(cls, leaf_node_value, idx_data_points, num_observations, shape):
                 0: Node.new_leaf_node(0, value=leaf_node_value, idx_data_points=idx_data_points)
             },
             idx_leaf_nodes=[0],
-            output=np.zeros((shape, num_observations)).astype(config.floatX).squeeze(),
+            output=np.zeros((num_observations, shape)).astype(config.floatX).squeeze(),
         )
 
     def __getitem__(self, index):
@@ -111,7 +111,7 @@ def _predict(self):
         for node_index in self.idx_leaf_nodes:
             leaf_node = self.get_node(node_index)
             output[leaf_node.idx_data_points] = leaf_node.value
-        return output
+        return output.T
 
     def predict(self, x, excluded=None):
         """