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[Fixed] ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’

Today We are Going To Solve ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’ in Python. Here we will Discuss All Possible Solutions and How this error Occurs So let’s get started with this Article.

How to Fix ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’ Error?

  1. How to Fix ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’ Error?

    To Fix ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’ Error just Import RMSprop. Here you have to use this from tensorflow.keras.optimizers import RMSprop instead of from keras.optimizers import RMSprop

  2. ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’

    To Fix ImportError: cannot import name ‘SGD’ from ‘keras.optimizers’ Error just Use TensorFlow. To solve this error first of all, write this from keras.optimizers import gradient_descent_v2 and then use it like this: sgd = gradient_descent_v2.SGD(...) from tensorflow.keras.optimizers import SGD It will help you.

Solution 1 : Import RMSprop

Here you have to use this from tensorflow.keras.optimizers import RMSprop instead of from keras.optimizers import RMSprop

Solution 2 : Use TensorFlow

To solve this error first of all, write this

from keras.optimizers import gradient_descent_v2

and then use it like this:

sgd = gradient_descent_v2.SGD(...)
from tensorflow.keras.optimizers import SGD

It will help you.

Solution 3 : Write keras.optimizers in below way

Just write keras.optimizers in below way to solve the issue.

from keras.optimizers import gradient_descent_v2 

Conclusion

So these were all possible solutions to this error. I hope your error has been solved by this article. In the comments, tell us which solution worked? If you liked our article, please share it on your social media and comment on your suggestions. Thank you.

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