How to import keras from tf.keras in Tensorflow?

Question

import tensorflow as tf
import tensorflow 

from tensorflow import keras
from keras.layers import Dense

I am getting the below error

from keras.layers import Input, Dense
Traceback (most recent call last):

  File "<ipython-input-6-b5da44e251a5>", line 1, in <module>
    from keras.layers import Input, Dense

ModuleNotFoundError: No module named 'keras'

How do I solve this?

Note: I am using Tensorflow version 1.4

Answer 1

Use the keras module from tensorflow like this:

import tensorflow as tf

Import classes

from tensorflow.python.keras.layers import Input, Dense

or use directly

dense = tf.keras.layers.Dense(...)

EDIT Tensorflow 2

from tensorflow.keras.layers import Input, Dense

and the rest stays the same.