If 'axis' is empty then x.ndim must be equal to zero, and thus we also
have 'axis == range(x.ndim)'.
If x.ndim in non-zero, there is no reason for axis to be empty, so
better not catch this case.

Fixed test_lazy.py and test_vm.py

Everything looks fine.

Fixed test_vm.py:TestCallbacks.test_callback_with_ifelse.

Two tests are now failing in test_vm.py

fix test in FAST_COMPILE.

change the default of theano.{max,min,argmax,argmin,max_and_argmax} to t...

Changed default compiledir under Windows

Added documentation about newly-added VS files

Fix #12

This option was redundant with config.base_compiledir

A few notes:

* I went ahead and removed theano/misc/hg_version_hook.sh. It
  is not functional now, so I inferred that no one cares about
  it (file a new issue if I'm wrong!). It'll be in the history,
  should we ever want to write a git hook replacement for it.
* I made some minor whitespace fixes, including collapsing the
  unnecessary double-depth try/finally.
* I think that the _minimal_ext_cmd isn't needed, but I left it in.
* Why not do direct substitution into full_version, instead of
  writing code to do Python substitution again? Left it as is for
  now, in case there's a good reason...

This change was advocated by Sebastian Urban, who explained:
When you use roaming profiles in a domain environment the contents of
the user profile directory C:\user\xxx are transferred (copied) from a
file server at login. Login will become slow when many temporary files
are stored in this directory. Therefore they should be stored in
C:\user\xxx\appdata\local because this directory is not synchronized
with a file server. theanorc can stay where it is, because it should
roam with the user profile.

This commit actually changes `config.home` rather than
`config.base_compiledir`, because it is likely that if Theano ever wants
to save more data files (in addition to compiled C modules), the same
remark would apply.

At the same time, `config.home` is being changed to be the home
directory for Theano files, rather than the user home directory. It
was not used anywhere in Theano except to define the location of the
compilation directory, so there was no reason to keep a pointer to the
user home directory while moving the Theano compiled files to another
location.

In order for this change to be safe, an error is raised if a user
attempts to redefine `config.home` without also changing the location of
the compilation directory. Otherwise, Theano files would be compiled in
the parent of the intended folder (if the user is not aware of this
change).

Finally, note that currently, having both `config.home` and
`config.base_compiledir` is redundant, since `home` is only used to
define the default value of `base_compiledir`. So we could just decide
to get rid of `home`.

SpSum Op: pep8'ified, perform rolled back to basic (clearer/safer) implementation, and some prints remnoved from tests.

Conflicts:

	theano/sparse/sandbox/test_sp.py

Conflicts:

	theano/sparse/sandbox/test_sp.py

Updated instructions for GPU on Windows

Make theano-cache being installed by easy_install and be present in the ...

Minor fixes to doc

added verbose error message for function missing input

implementation of Rop for the Print op

Some fixes tests scan

removed debugging code