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Since PyLearn2 is build upon Theano, is it possible to do anything I can do in Theano in Pylearn2? For example, if I have some snippets of Theano code, can I run them as-is in Pylearn2, or would this not work? If it wouldn't, why not?

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For your info, Pylearn2 is now deprecated. You can check it's alternatives i.e. platforms that are build on top of theano, which are: lasagne, blocks and keras.

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PyLearn2 is built on top of Theano. If you have Theano snippets you can run them with PyLearn2 snippets.

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