Fix missing scipy and warn that Theano will have a c++ compiler mandatory

[CRASH] Crash fix when we don't do scan(..., profile=True)

Convert the docstrings to comments in compile/tests

sync attribute added to theano function

Remove config.gpuarray.sync from Theano code.

Fix gh-6268. Crash fix when we don't do scan(..., profile=True), but we do theano.function(..., profile=True)

Tweak the dnn config again to cover more cases.

Fix magma-related inplace tests that fail in DEBUG_MODE

Fix magma-related inplace tests that fail in DEBUG_MODE: http://earlgrey.iro.umontreal.ca:8080/job/Theano_buildbot/45/testReport/

Updates in GPU indexing

Baidu CTC wrapper

Use conda git on windows

Add deprecation warning for the softmax and logsoftmax vector case

Install c_code/* files for every submodule

Update doc for package parameterized.

because of a slow down that is too big

Changed grad to L_op for cholesky and solve ops

Fix some problems in the daily buildbot in DEBUG_MODE.

Replace nose-parameterized by parameterized

Remove traces of kernel pre-compilation.