theano warnings with latest version

[MrDoomX]

You should update the following lines of code in network3.py: Line 39 to from theano.tensor.nnet import conv2d Line 227 to conv_out = conv2d Line 229 to input_shape=self.image_shape

Note: I recommend to use anaconda to run the code.