Theano convolutional_mlp error - theano

I am a newbie to convolution neural network and theano. So I tried to run the code from the tutorial. But the convolutional_mlp.py (code link) failed with the following error:
Type Error: init() got unexpected keyword argument 'input_shape' (detailed error log). The logistic_sgd.py and mlp.py can be executed without any problem. Does anyone have any idea what is the problem? Thanks in advance!

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