You are probably using an old version of Theano. I just tried with 0.8.2 and it 
worked.

On Sat, Aug 06, 2016, Drew Duncan wrote:
> Working through the tutorial here 
> (http://deeplearning.net/software/theano/tutorial/examples.html), I got the 
> following error:
> 
> >>> new_accumulator = accumulator.copy(swap=[(state, new_state)])
> 
> AttributeError: 'Function' object has no attribute 'copy'
> 
> Any ideas what's going wrong?
> 
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-- 
Pascal

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