Thanks for the solution ..
but I had a little trouble downloading the dataset, the link is broken, is 
there any other links?

Pada Selasa, 10 Januari 2017 12.47.20 UTC+7, krenova Math menulis:
>
> Hi Desy,
>
> I faced this issue before.
>
> One way to do this is to save and pickle all the weights. A good reference 
> would be to download and study the codes from the following:
> https://sites.google.com/a/chalearn.org/automl/general-mnist---cnn-example
>
> On Tuesday, January 10, 2017 at 1:22:22 PM UTC+8, Desy rona wrote:
>>
>>  
>>
>> I am using the cnn text classification written by Yoo Kim 
>> <https://github.com/yoonkim/CNN_sentence> for sentiment analysis. This 
>> code applies cross validation to check the quality of learned model. 
>> However, I want to save the learned weights and biases, so I can apply the 
>> learned model on new instances one by one for the prediction purpose. I 
>> appreciate if someone provides an example of how I can do that. I know that 
>> I should use pickle load and dumb to do that, but I am not sure exactly 
>> which part of the code I should use them I want to have a separate test.py 
>> file so I can only test the trained model on a test sample without training 
>> the model again. how I should save and then predict based on saved model?
>> I am new to both python and theano. So I appreciate it if someone can 
>> provide an example.
>>
>

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