more changes to docs

doc/conf.py

@@ -39,7 +39,7 @@ templates_path = ['.templates']
 source_suffix = '.txt'
 
 # The master toctree document.
-master_doc = 'contents'
+master_doc = 'index'
 
 # General substitutions.
 project = 'Theano'

doc/contents.txt

@@ -6,7 +6,7 @@ Contents
 ========
 
 .. toctree::
-   :maxdepth: 2
+   :maxdepth: 1
 
    introduction
    LICENSE

doc/index.txt

@@ -3,20 +3,14 @@ Welcome
 =======
 
 Theano is a Python library that allows you to define, optimize, and
-efficiently evaluate mathematical expressions involving multi-dimensional
-arrays. Theano features:
-
- * **tight integration with numpy**
- * **near-transparent use of a GPU** to accelerate for intense calculations [COMING].
- * **symbolic differentiation**
- * **stability stability optimizations**: write ``log(1+exp(x))`` and get the right answer.
- * **dynamic C code generation** for faster evaluation, including:
-     * **elementwise loop fusion**
-     * **dead code elimination**
-     * **constant folding**
- * **Theano knows what GEMM does** - Theano rearranges linear algebra expressions to take advantage of level3 BLAS. 
-   There are extensions for lapack [COMING] and FFTW [COMING].
+evaluate mathematical expressions involving multi-dimensional
+arrays efficiently. Theano features:
 
+* **tight integration with numpy**
+* **near-transparent use of a GPU** to accelerate for intense calculations [COMING].
+* symbolic differentiation
+* **speed and stability optimizations**: write ``log(1+exp(x))`` and get the right answer.
+* dynamic C code generation for faster evaluation, including:
 
 Download
 ========
@@ -39,15 +33,31 @@ You can go to the :ref:`Table of Contents <contents>`.
 Shortcuts:
 
 * If you have no idea what Theano is read the :ref:`introduction <introduction>`.
-* :ref:`learn the basics <basictutorial>`
-
-* :ref:`learn how to extend Theano <advtutorial>`
+* :ref:`learn the basics <tutorial>`
+* :ref:`library reference <libdoc>`
+
+.. _contents:
+
+Full Documentation Table of Contents
+=====================================
+
+.. toctree::
+   :maxdepth: 1
+
+   NEWS
+   introduction
+   install
+   tutorial/index
+   library/index
+   extending/index
+   indexes/index
+   glossary
+   links
+   internal/index
+   examples/index
+   proposals/index
+   LICENSE
 
-* :ref:`pipeline <pipeline>`
-* :ref:`op`, :ref:`type`, :ref:`function`,
-* :ref:`module`, :ref:`compilation`, :ref:`optimization`, :ref:`env`
-* :ref:`envfeaturelist`.  check the :ref:`glossary` 
-* `Theano's API <api/>`__
 
 Community
 =========

doc/introduction.txt

 
 .. _introduction:
 
-============
-Introduction
-============
+==================
+Theano at a Glance
+==================
 
 Theano is a Python library that allows you to define, optimize, and evaluate
 mathematical expressions involving multi-dimensional arrays. Using Theano it is

doc/tutorial/index.txt

 
-.. _basictutorial:
+.. _tutorial:
 
 ========
 Tutorial