Keras that does not support TensorFlow 2.0. We recommend using `tf.keras`, or alternatively, downgrading to TensorFlow 1.14

Question

I am having an error regarding (Keras that does not support TensorFlow 2.0. We recommend using tf.keras, or alternatively, downgrading to TensorFlow 1.14.) any reco

Answer 1

if you want to use tensorflow 2.0+ you must have keras 2.3+
try to upgrade your keras it works for me :

pip install -U keras

or you may specify the keras version to 2.3

Answer 2

I fixed the problem by running

pip install --ignore-installed --upgrade keras

Answer 3

TensorFlow 2.0+ is only compatible with Keras 2.3.0+, so if you wish to use Keras 2.2.5-, you'll need TensorFlow 1.15.0-. Alternatively, yes, you can do from tensorflow.keras import ..., but that will not use your keras package at all and you might as well uninstall it.

Answer 4

I ran into the same issue. Downgraded my TensorFlow to version 1.14 using the following:

!pip install tensorflow==1.14.0

Fixed the error.

Answer 5

this line of code on the first cell worked for me

%tensorflow_version 1.x

Answer 6

first, import tensorflow:

import tensorflow as tf

Next, in place of this,

classifier.add(Dense(output_dim = 6, init = 'uniform', activation = 'relu', input_dim = 11))

use:

classifier.add(tf.keras.layers.Dense(output_dim = 6, init = 'uniform', activation = 'relu', input_dim = 11))

Let me know if it works.