With most Python questions the answer is the accepted StackOverflow answer, with TensorFlow you really have to read every question that is even remotely similar to yours and then the answer is the unaccepted answer right at the bottom of the 9th question you read. 
I think other libraries might be more stable, or maybe wrapper libraries at least? 
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I haven't had a chance to check out caffe, theano, keras, etc., yet!

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