AttributeError: module 'keras.optimizers' has no attribute 'Adam'

Question

When i am using "optimizer = keras.optimizers.Adam(learning_rate)" i am getting this error "AttributeError: module 'keras.optimizers' has no attribute 'Adam". I am using python3.8 keras 2.6 and backend tensorflow 1.13.2 for running the program. Please help to resolve !

Answer 1

Use tf.keras.optimizers.Adam(learning_rate) instead of keras.optimizers.Adam(learning_rate)

Answer 2

As per the documentation , try to import keras into your code like this,

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>>> from tensorflow import keras

This has helped me as well.

Answer 3

Make sure you've imported tensorflow:

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import tensorflow as tf 

Then use

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tf.optimizers.Adam(learning_rate)