Formatting fix.

doc/core_development_guide.txt

@@ -3,40 +3,41 @@ Core Development Guide
 =======================
 
 The documentation of the core components of Theano is still a work in
-progress. For now this is a list of bits and pieces on the subject, 
+progress. For now this is a list of bits and pieces on the subject,
 some of them might be outdated though:
 
 
-* :ref:`theano_type` -- tutorial for writing a new type in Theano. It introduces the
-  basics concerning Theano datatypes
+* :ref:`theano_type` -- Tutorial for writing a new type in Theano. It
+  introduces the basics concerning Theano datatypes.
 
-* :ref:`theano_ctype` -- tutorial on how to make your type C friendly. 
+* :ref:`theano_ctype` -- Tutorial on how to make your type C-friendly.
 
-* :ref:`views_and_inplace` -- this is somewhere between extending theano and
-  describing how theano works internally; it talks about views and inplace
-  operations
+* :ref:`views_and_inplace` -- This is somewhere between extending Theano and
+  describing how Theano works internally; it talks about views and inplace
+  operations.
 
-* :ref:`optimization` -- tutorial on how optimization work in Theano 
+* :ref:`optimization` -- Tutorial on how optimization work in Theano.
 
-* :ref:`pipeline` -- describes the steps of compiling a Theano Function
+* :ref:`pipeline` -- Describes the steps of compiling a Theano Function.
 
-* :ref:`graphstructure` -- describes the symbolic graphs generated by scan
+* :ref:`graphstructure` -- Describes the symbolic graphs generated by
+  :func:`theano.scan`.
 
-* :ref:`unittest` -- tutorial on how to use unittest in testing Theano
+* :ref:`unittest` -- Tutorial on how to use unittest in testing Theano.
 
-* :ref:`sandbox_broadcasting` -- short description of what a broadcastable
-  pattern is
+* :ref:`sandbox_broadcasting` -- Short description of what a broadcastable
+  pattern is.
 
-* :ref:`sandbox_debugging_step_mode` -- how to step through the execution of
-  a thenao function and print the inputs and outputs of each op
+* :ref:`sandbox_debugging_step_mode` -- How to step through the execution of
+  a Theano function and print the inputs and outputs of each op.
 
-* :ref:`sandbox_elemwise` -- description of element wise operations
+* :ref:`sandbox_elemwise` -- Description of element wise operations.
 
-* :ref:`sandbox_maxgotcha` -- describes the difference between numpy.max and
-   python max (something to consider when using max)
+* :ref:`sandbox_maxgotcha` -- Describes the difference between ``numpy.max``
+  and Python max (something to consider when using max).
 
-* :ref:`sandbox_randnb` -- description of how Theano deals with random
-  numbers
+* :ref:`sandbox_randnb` -- Description of how Theano deals with random
+  numbers.
 
-* :ref:`sparse` -- description of how the sparse type in Theano
+* :ref:`sparse` -- Description of the ``sparse`` type in Theano.