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In ubuntu I can find 

~/.keras/keras.json

and change the backend but in windows, I can not find this file. How can I change keras backend in windows.

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You can create keras.json in the same way as on linux. The 'backend' key will have either 'tensorflow' or 'theano'. Place the file in %USERPROFILE%/.keras

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