Fix doc

doc/index.txt

@@ -22,7 +22,10 @@ News
 ====
 
 * Removed support for the old (device=gpu) backend.  Use the new
-  backend (device=cuda) for gpu computing.
+  backend (device=cuda) for gpu computing.  See `Converting to the new
+  gpu back end(gpuarray)
+  <https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29>`_
+  for help with conversion.
 
 * 2017/03/20: Release of Theano 0.9.0. Everybody is encouraged to update.
 
@@ -278,4 +281,3 @@ StackOverflow, follow their guidance for `answering questions <http://stackoverf
 
 .. _LISA: http://www.iro.umontreal.ca/~lisa
 .. _University of Montreal: http://www.umontreal.ca
-

doc/tutorial/aliasing.txt

@@ -219,8 +219,8 @@ be costly.  Here are a few tips to ensure fast and efficient use of GPU memory a
   *Solution*: make sure that the value
   you assign to a GpuArraySharedVariable is *already*  *C-contiguous*.
 
-(Further information on the current implementation of the GPU version of ``set_value()`` can be found
-here: :ref:`libdoc_gpuarray_var`)
+(Further information on the current implementation of the GPU version
+of ``set_value()`` can be found here: :ref:`libdoc_gpuarray_type`)
 
 .. _borrowfunction:
 

setup.py

@@ -35,6 +35,7 @@ Programming Language :: Python :: 2.7
 Programming Language :: Python :: 3
 Programming Language :: Python :: 3.3
 Programming Language :: Python :: 3.4
+Programming Language :: Python :: 3.5
 """
 NAME                = 'Theano'
 MAINTAINER          = "LISA laboratory, University of Montreal"