It looks like tf.keras is suggested if you're using a Tensorflow 2 backend, but what about using Theano or CNTK as a backend? I have never used Keras or any DL library.
Are there syntax differences between using Keras with a Tensorflow 2, Theano, or CNTK backend?
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Keras has officially decided to drop support of CNTK and Theano moving forward. Therefore, if you are using keras with tensorflow as the backend, you should use tf.keras.
For older versions for keras, you can use all three backend with no syntax change in your keras code.
You can find the above information here.