Also merge duplicate documentation of grad_sources_inputs.

PEP8 and docstring fixes.

Fix test in TrueDivTester

Since dtype mismatch is one reason the error is raised, it makes
interpreting it easier.

Fix Ger C code when output is a row or column.

Some BLAS versions did not accept (1,1) strides in that case.

Update tests, gpu_gemv is used now, not gemm/dot22

Fix test of elemwise_fusion, now intdiv is fused.

more helpful error to catch symbolic shape vecs in infer_shape

Add warning for bug in Numpy <= 1.6.1.

When using numpy's advanced indexing on huge arrays (2**32 elements or
more), Numpy <= 1.6.1 has a bug where the resulting array is not
properly filled. We emit a warning in those cases.

Use C code for Alloc of broadcasted scalar

Fix blas tests

C code for integer division

Minor stuff

Thanks Olivier :) Is great to have someone like you involved in the project, that is able to notice and fix all the small details. 

additions and improvements to blas on both CPU and GPU (including GEMV, GER in blas_c)

Remaining scan errors