Update Windows documentation following the plan in…

Update Windows documentation following the plan in https://gist.github.com/notoraptor/ec67e03e7bb311b836e0e351a41b4505 Some other files have been also updated: * Add a |CompilerName| replacement rule to `requirements.inc` which is `gcc` for Windows/Linux and `Clang` for Mac. * Update inclusion rule of `requirements.inc` everywhere it is included to take account of the new replacement rule. * Update `install_generic.inc`. The libgpuarray stable version is now set to `v0.6.0`. I have also updated the download instructions because the actual instructions does not work on my Windows machine. Some other updates and corrections to come (eespecially, how to configure libgpuarray on windows).

Update Windows documentation following the plan in…
08a59233 · notoraptor · 127ae529 · 08a59233 · 08a59233 · 08a59233
--- a/doc/install_centos6.txt
+++ b/doc/install_centos6.txt
@@ -12,6 +12,7 @@ CentOS 6 Installation Instructions
    page <http://deeplearning.net/software/theano_versions/dev/install_centos6.html>`_.
 .. |PlatformCompiler| replace:: ``python-dev``, ``g++`` >= 4.2
+.. |CompilerName| replace:: ``g++``
 .. include:: requirements.inc

--- a/doc/install_generic.inc
+++ b/doc/install_generic.inc
@@ -30,19 +30,16 @@ If you encountered any trouble, head to the :ref:`troubleshooting` page.
 libgpuarray
 ^^^^^^^^^^^
-It is recommanded that you don't use 0.8.2 for the new back-end. Use
+For the stable version of Theano you need a specific version of libgpuarray,
-the dev version of Theano or 0.9rc3.
+that has been tagged ``v0.6.0``.
-For the stable version of Theano(0.8.2) you need a specific version of libgpuarray,
-that has been tagged ``v-9998``.
 Download it with:
 .. raw:: html
    <div class='highlight'><pre>
-    git clone https://github.com/Theano/libgpuarray.git --tags
+    git clone https://github.com/Theano/libgpuarray.git
-    git checkout origin/v-9998
    cd libgpuarray
+    git checkout tags/v0.6.0 -b v0.6.0
    </pre></div>
 and then follow the `Step-by-step instructions <http://deeplearning.net/software/libgpuarray/installation.html#step-by-step-install>`__.

--- a/doc/install_macos.txt
+++ b/doc/install_macos.txt
@@ -20,6 +20,7 @@ alternative instructions here.
 .. _theano-users: http://groups.google.com/group/theano-users?pli=1
 .. |PlatformCompiler| replace:: ``clang`` (the system version)
+.. |CompilerName| replace:: ``Clang``
 .. include:: requirements.inc

--- a/doc/install_ubuntu.txt
+++ b/doc/install_ubuntu.txt
@@ -14,6 +14,7 @@ Ubuntu Installation Instructions
 .. _gpu_linux:
 .. |PlatformCompiler| replace:: ``python-dev``, ``g++`` >= 4.2
+.. |CompilerName| replace:: ``g++``
 .. include:: requirements.inc

--- a/doc/install_windows.txt
+++ b/doc/install_windows.txt
--- a/doc/requirements.inc
+++ b/doc/requirements.inc
@@ -7,8 +7,13 @@ Requirements
 .. _BLAS: http://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms
 .. _Python: http://www.python.org/
+.. _LaTeX: http://www.latex-project.org/
+.. _dvipng: http://savannah.nongnu.org/projects/dvipng/
+.. _NVIDIA CUDA drivers and SDK: http://developer.nvidia.com/object/gpucomputing.html
+.. _libgpuarray: http://deeplearning.net/software/libgpuarray/installation.html
-    Python_ >= 2.7 or >= 3.3 The development package (python-dev or
+    Python_ >= 2.7 or >= 3.3
+        The development package (python-dev or
        python-devel on most Linux distributions) is recommended (see
        just below). Python 2.4 was supported up to and including the
        release 0.6. Python 2.6 was supported up to and including the
@@ -63,7 +68,7 @@ Follow this `link <http://conda.pydata.org/miniconda.html>`__ to install Minicon
 .. note::
-    If you want fast compiled code (recommended), make sure you have g++ (Windows/Linux) or Clang (OS X) installed.
+    If you want fast compiled code (recommended), make sure you have |CompilerName| installed.
 Install requirements and optional packages
 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
@@ -109,9 +114,4 @@ Install and configure the GPU drivers (recommended)
    * add a ``cuda.root`` flag to :envvar:`THEANO_FLAGS`, as in ``THEANO_FLAGS='cuda.root=/path/to/cuda/root'``, or
    * add a [cuda] section to your .theanorc file containing the option ``root = /path/to/cuda/root``.
-.. _LaTeX: http://www.latex-project.org/
-.. _dvipng: http://savannah.nongnu.org/projects/dvipng/
-.. _NVIDIA CUDA drivers and SDK: http://developer.nvidia.com/object/gpucomputing.html
-.. _libgpuarray: http://deeplearning.net/software/libgpuarray/installation.html
-.. _pycuda: https://mathema.tician.de/software/pycuda/
-.. _skcuda: http://scikit-cuda.readthedocs.io/en/latest/
--- a/doc/requirements.txt
+++ b/doc/requirements.txt
 .. |PlatformCompiler| replace:: ``g++`` (Linux and Windows), ``clang`` (OS X)
+.. |CompilerName| replace:: ``g++`` (Windows/Linux) or ``Clang`` (OS X)
 .. include:: requirements.inc