numpydoc for theano/tensor/opt_uncanonicalize.py

theano/tensor/opt_uncanonicalize.py

@@ -28,8 +28,8 @@ problem.
 Also, we should make the fgraph refuse optimization that break the
 canonization of the graph in the optimizations phases where the graph is
 supposed to be canonical.
-"""
 
+"""
 # TODO: intelligent merge for mul/add
 # TODO: 0*x -> 0
 import logging
@@ -72,12 +72,15 @@ def local_max_and_argmax(node):
 @gof.local_optimizer([T.neg])
 def local_max_to_min(node):
     """
-    change -(max(-x)) to min
+    Change -(max(-x)) to min.
+
+    This is tested in tensor/tests/test_basic.py:test_min_max.
 
-    This is tested in tensor/tests/test_basic.py:test_min_max
+    Notes
+    -----
+    We don't need an opt that will do the reverse as by default
+    the interface put only MaxAndArgmax into the graph.
 
-    :note: we don't need an opt that will do the reverse as by default
-           the interface put only MaxAndArgmax into the graph.
     """
     if node.op == T.neg and node.inputs[0].owner:
         max = node.inputs[0]