CODEWITHSUNDEEP
pythontensorflowkeras
Ronan Venkat
Ronan Venkat

Reputation: 355

ImportError: cannot import name 'keras'

When running this in Jupyter notebooks (python):

import tensorflow as tf
from tensorflow import keras

I get this error:

ImportError: cannot import name 'keras'

I've tried other commands in place of the second one, such as (but not limited to)

from tensorflow.keras import layers

But it always returns some error. I'm using the online version of Jupyter, and running print(tf.VERSION) returns 1.1.0. I'm not sure if the problem is just that I have the wrong version, or if it's something else. How do I fix this?

Upvotes: 9

Views: 51915

Answers (3)

Ashu Singh
Ashu Singh

Reputation: 1

I also was not able to import keras from tensorflow. I was getting the following error:

ImportError: cannot import name 'keras' from 'tensorflow' (unknown location)

After searching for a bit got the solution here:

All that is required is to remove ~(site_package_name) from the directory. In my scenario, it was ~ensorflow and it was somehow blocking the pip to install/upgrade packages. Once I deleted the folder, everything was running smoothly. After deleting the package, install/upgrade the required package.

For those, who are unable to find the directory. Here is mine (just for reference): C:\Users\veni_\anaconda3\Lib\site-packages

Note: The warning itself will show the name of the package that is causing the problem. For e.g.:

 **"WARNING: Ignoring invalid distribution -ensorflow"**

Upvotes: 0

Omer Tekbiyik
Omer Tekbiyik

Reputation: 4764

I think you are using old version tensorflow Try to update it like

! pip install tensorflow --upgrade

Upvotes: 8

desertnaut
desertnaut

Reputation: 60370

You have an old version of Tensorflow; to access Keras from Tensorflow 1.1, you should use

import tensorflow.contrib.keras as keras

For Sequential, use

from tensorflow.contrib.keras.python.keras.models import Sequential
model = Sequential()

Upvotes: 4

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