I think pip is the best in anaconda if you want the bleeding edge theano. 
Otherwise just do 

conda install theano pygpu


On Monday, 29 May 2017 14:44:24 UTC+1, Chuck Anderson wrote:
>
> What is the best way to install theano within an anaconda distribution of 
> python 3.6 on linux?
>
> Thank you.
>

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