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Do you know of anything besides Microsoft's GUI tool that lets someone simply specify the various attributes of the network they want, and it simply creates it, ready to be trained and tested and consuming data?

For image data, Caffe (http://caffe.berkeleyvision.org/) is dominant (most deep learning computer vision research I see is done with Caffe). However, that's the chief problem with Caffe - it's very difficult to extend because it revolves so much around "just specify attributes" and train.

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