Finally I manages to solve the issue.
In case that is useful to someone else these are the steps that I followed:

1. in the terminal type theano-cache to see where the directory is located 
in your system
2. then type theano-cache clear also check theano-cache --help for more 
options
3. I noticed tha pip has introduces some changes by using cached binaries 
when installing packages
4. to compile from source and use the cached wheels type pip install 
--no-cache-dir "package name"

Those allowed me to have a working version on theano in virtual environment.

Cheers!




On Wednesday, July 27, 2016 at 9:58:39 PM UTC+1, nouiz wrote:
>
> There is an issue about github about this. Maybe it have useful 
> information about that.
>
> Fred
>
> On Wed, Jul 27, 2016 at 2:30 PM, <[email protected] <javascript:>> 
> wrote:
>
>> Dear all, 
>>
>> I am facing the following problem. I'm on a mac os and I've installed 
>> different versions of python.
>> That is 2.7.x and the most recent 3.5.x.
>>
>> Everything works fine. I'm mainly using python 2.7.x.
>> I've also installed setup tools, pip, etc.
>>
>> I've tested theano and it works fine.
>>
>> The problem that I'm facing is that every time that I create a virtual 
>> environment I start from blank and I install packages to the virtual 
>> environment as needed via pip.
>>
>> And every time I install theano and try to test it I get an error saying 
>> that "AttributeError: theano.tensor is not a module" or something similar.
>> What I've tried is to update theano on the virtual environment to the 
>> latest dev. I did but still cannot even import theano in my script.
>>
>> Anyone who has experienced the same thing? 
>>
>> Thanks!
>>
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>

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