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You can choose the back-end for Keras. Simply change the backend field to "theano", "tensorflow", or "cntk".
Theano was discontinued in 2017, so TensorFlow or CNTK would be the better choice.
Keras is a high-level API. It's difficult to customize your model past a point. If you want to build something beyond the application-level, use Theano or TensorFlow. (Keras runs on top of either one of these anyways)
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