Better error msg.
make CrossentropySoftmax1HotWithBiasDx support uint* as class dtype.
make CrossentropySoftmaxArgmax1HotWithBias accept uint* dtype.
Capitalize numpy.
Add the new technical report on Theano web site.
A few typos/grammar fixes.
Addressed gh-1117 review comments.
fix bug reported by abalkin
Started implementation of Take Op.
Create a news section on the web site.
Reuse advanced indexing in supported cases.
Merge pull request #1126 from delallea/bugfix

Fix for __eq__ and __hash__ of EighGrad
Update following code review.
fix code review code clean up.
Added .take() member function, added test, fixed axis=None case.
Fixed output rank for axis is not None case.
Merge pull request #1116 from nouiz/paper

Tech report and uint*
Merge pull request #1117 from abalkin/doc-fixes

A few typos/grammar fixes.
Typo fix in doc
Typo fixes / grammar improvements