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from nolearn.lasagne import BatchIterator
class SimpleBatchIterator(BatchIterator):
    def transform(self, Xb, yb):
        # The 'incomming' and outcomming shape is (10, 1, 28, 28)
        Xb, yb = super(SimpleBatchIterator, self).transform(Xb, yb)
        return manipulateTrainingData(Xb), yb #<--- Here we do the manipulations of the training set
# Setting the new batch iterator
net1Aug = createNet()
net1Aug.max_epochs = epochs_augmentation
net1Aug.batch_iterator_train = SimpleBatchIterator(256)

scipy.misc.imsave(os.path.join(LOG_DIR, 'sprite.png'), sprite)

AttributeError                            Traceback (most recent call last)
<ipython-input-10-77b0287eb4e3> in <module>()
      1 sprite = images_to_sprite(imgs)
----> 2 scipy.misc.imsave(os.path.join(LOG_DIR, 'sprite.png'), sprite)

AttributeError: 'module' object has no attribute 'imsave'