ImportError: No module named keras.optimizers

[Abder-Rahman Ali]

Hello,

I have this import statement in Keras:

    from keras.optimizers import SGD, RMSprop

But getting this error on this error:

    ImportError: No module named keras.optimizers

Why is that? And, how can I solve this issue?

Thanks.

[Daπid]

You most likely have an old version of keras. Update it with pip
install -U keras

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[Abder-Rahman Ali]

I realized this is due to the fact that in a previous installation Keras wasn't actually installed, as I got "could not create '/usr/local/lib/python2.7/dist-packages/keras': Permission denied". I then used "sudo pip install keras" to install Keras properly.

[Imran Khan]

Hey bro, I'm getting this error even though I'm using both latest versions of tensorflow and keras

[Lance Norskog]

Try:

from tensorflow.keras.optimizers import SGD, RMSprop

The latest 'keras' package is, in general, a wrapper for 'tensorflow.keras'.

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Lance Norskog
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Redwood City, CA

[Imran khan]

Thanks for the reply, I already did that and it worked fine. Thank you anyway appreciate that :))

[roxanne weeks]

Use tensorflow.keras.optimizers

[Naga Satya]

Try using from keras.optimizer_v1 import Adam.
There are some updates and optimisers are present in this optimiser_v1 subclass

[lance....@gmail.com]

Also, if you are still using Python 2.x, installing packages is going to get more and more difficult.

Cheers,

Lance Norskog

[Shahzad Ahmad Khan]

use this 

from keras.optimizers import gradient_descent_v2

instead of :

from keras.optimizers import SGD