If you want to set the values to 0 use this:
    self.y_pred *= self.y_pred < 0.7
If you want to set the values to v then use this:
    mask = self.y_pred < 0.7
    self.y_pred = self.y_pred * mask + (1 - mask) * v
Please make sure it works.

On Tuesday, February 28, 2017 at 3:42:41 PM UTC+1, Feras Almasri wrote:
>
> self.y_pred = T.set_subtensor(self.y_pred[self.y_pred >= 0.7], 1)
>
> Knowing that masking is not allowed in theano. 
>

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