Can't I simply copy and paste a program from a Jupyter notebook to a file.py?

Question

It's weird, I wrote a functioning program on a Jupyter notebook and I wanted to have it in a normal python file with VSCode aswell. However, while copying and pasting the exact same code that doesn't give me any troubles in Jupyter, I get the message from VSCode:

module 'keras.engine.base_layer' has no attribute 'BaseRandomLayer'

In the line

import tensorflow as tf

I am, of course, in the same environment (anaconda with python 3.9.7) Tensorflow version: 2.8.0

Any ideas?

Answer 1

This could be due to the multiple versions of Tensorflow or mismatching version of Tensorflow with Keras or other dependencies.

You can create a new environment and install latest tensorflow using.

pip install tensorflow==2.9.0

You can import all the packages using Tensorflow using below lines.

import tensorflow
from tensorflow import keras