numpydoc for theano/gof/__init__.py

theano/gof/__init__.py

 """
 gof.py
 
-gof stands for Graph Optimization Framework
+gof stands for Graph Optimization Framework.
 
 The gof submodule of theano implements a framework
 for manipulating programs described as graphs. The
@@ -9,13 +9,13 @@ gof module defines basic theano graph concepts:
     -Apply nodes, which represent the application
 of an Op to Variables. Together these make up a
 graph.
-    -The Type, needed for Variables to make sense
+    -The Type, needed for Variables to make sense.
     -The FunctionGraph, which defines how a subgraph
-should be interpreted to implement a function
+should be interpreted to implement a function.
     -The Thunk, a callable object that becames part
-of the executable emitted by theano
+of the executable emitted by theano.
     -Linkers/VMs, the objects that call Thunks in
-sequence in order to execute a theano program
+sequence in order to execute a theano program.
 
 Conceptually, gof is intended to be sufficiently abstract
 that it could be used to implement a language other than
@@ -32,9 +32,9 @@ functionality. Ideally this should be refactored into
 a different submodule.
 
 For more details and discussion, see the theano-dev
-e-mail thread "What is gof?"
-"""
+e-mail thread "What is gof?".
 
+"""
 from theano.gof.cc import \
     CLinker, OpWiseCLinker, DualLinker, HideC