Preliminary sphinx example generation

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More on auto-generated examples

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Update documentation.

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Cosmetic changes to gen_rst

git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@635 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8
DOC: Small changes to the documentation building to be able to references examples and to be able to download the source code of the examples.

git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@641 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8
DOC: Sprucing up the documentation.

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BUG/DOC Correcting bugs in the documentation generation code.

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BUG: Make sure the docs build even if the directories do not exist.

git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@668 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8
Improve front page

git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@685 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8
DOC: Rework of the docs and examples: multiple commits because commits with 'mv' fail.

git-svn-id: https://scikit-learn.svn.sourceforge.net/svnroot/scikit-learn/trunk@701 22fbfee3-77ab-4535-9bad-27d1bd3bc7d8
BUG: fix bug in automatic doc generator.
Add a complete example of SVM classifier using a precomputed kernel.
BUG: Make sure that the docs still build with recent versions of numpy and Matplotlib
BUG: Make sure the docs still build with recent versions of numpy

Revert "BUG: Make sure that the docs still build with recent versions of numpy"

This reverts commit f27f234d44099ff25c3fb31823c7d7342b30e49a.
FIX: fix generating the examples with some tricky uses of pylab.
MISC: Add 'Python' in the examples page

for google hits.
trailing spaces holocaust
Implement make html-noplot for building the doc.

Just builds the doc without the example gallery.
BUG: Fix the doc-generation of examples

Doc generation for examples was failing because it was trying to make
docs from directories containing the automatically-downloaded data of the
examples. The solution is simply to skip these directories
ENH: prettify web page layout.

Merge first steps and user guide.