Unable to import Keras(from TensorFlow 2.0) in PyCharm

Question

I have just installed the stable version of TensorFlow 2.0 (released on October 1st 2019) in PyCharm.

The problem is that the keras package

Answer 1

For PyCharm Users

For those who use PyCharm. Install future (EAP) release 2019.3 EAP build 193.3793.14 from here. With that, you will be able to use autocomplete for the current stable release of TensorFlow (i.e. 2.0). I have tried it and it works :).

For other IDEs

For users with other IDEs, this will be resolved only after the stable version is released, which is anyways the case now. But this might take some more time for a fix. See the comment here. I assume it will be wise to wait and keep using version 2.0.0.b1. On the other hand avoid imports from tensorflow_core if you do not want to refactor your code in the future.

Note: for autocomplete to work use import statement as below

import tensorflow.keras as tk

# this does not work for autocomplete 
# from tensorflow import keras as tk  

The autocomplete works for TensorFlow 2.0.0 on CPU version, but the autocomplete does not work for the GPU version.