Added doc on sliding windows related operaitons
Fixed spelling
Added more info about inputs and restrictions
Fixed neigbours doc according to remarks
Merge github.com:Theano/Theano into doc_fix
Moved neighbours into tensor.nnet
Fixed typos, merged documentation, added references
Added information about gradient computation
addressed some comments by P.L., some docstrings are still missing
graph optimization caching made better
Merged documentation with docstrings
fix
Fixed ordering of documentation
Implemented grad for cudnn softmax.
Incorporated reviewer comments.
Added optimization that converts SoftmaxGrad to DnnSoftmaxGrad and associated test to make sure it is applied correctly.
Added test to ensure SoftmaxGrad to DnnSoftmaxGrad is not applied when cudnn is excluded from optimizations.
Incorporated reviewer comment.
Fixed punctuation, fixed #2166
Changed variable from T.vector to T.fvector since the data will only be on a GPU.