Attributeerror: Module 'Keras. Optimizers' Has No Attribute 'Adam'

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 !

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5 Answers

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

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

>>> from tensorflow import keras

This has helped me as well.

Make sure you've imported tensorflow:

import tensorflow as tf 

Then use

tf.optimizers.Adam(learning_rate)

There are ways to solve your problem as you are using keras 2.6 and tensorflow too:

  • use (from keras.optimizer_v2.adam import Adam as Adam) but go through the function documentation once to specify your learning rate and beta values
  • you can also use (Adam = keras.optimizers.Adam).
  • (import tensorflow as tf) then (Adam = tf.keras.optimizers.Adam)

Use the form that is useful for the environment you set

I think you are using Keras directly. Instead of giving as from keras.distribute import —> give as from tensorflow.keras.distribute import

Hope this would help you.. It is working for me.

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David Miller

David Miller

Executive Financial & Market Analyst

David Miller brings 15 years of experience in global economics, personal finance strategy, and market dynamics. He specializes in turning complex economic trends into actionable insights for everyday readers.

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