DeConvNet
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import downsample error
The new version of theano has removed/renamed the max_pool_2d, resulting in an error in Layers.py
To resolve, change
"from theano.tensor.signal import downsample" to "from theano.tensor.signal import pool"
Then, replace all instances of "downsample.max_pool_2d" with "pool.pool2d"