ModuleNotFoundError: No module named 'tensorflow.python.ops.numpy_ops'

Question

I am trying to start learning some Machine Learning and am trying to import Tensorflow but am getting a ModuleNotFoundError:

ModuleNotFoundError: No module named 'tensorflow.python.ops.numpy_ops'

The code currently just tries to import packages:

import os
import sys
import math
import numpy as np
import pandas as pd
from sklearn.preprocessing import MinMaxScaler
from tensorflow.keras import LSTM

The full traceback is:

Traceback (most recent call last): 

 File "C:\Users\stacey\Documents\Atela\MachineLearning\NeuralNetworks\NeuralNetwork1.0.py", line 17, in <module>
    from tensorflow.keras import LSTM

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\__init__.py", line 41, in <module>
    from tensorflow.python.tools import module_util as _module_util

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\__init__.py", line 47, in <module>
    from tensorflow.python import distribute

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\distribute\__init__.py", line 28, in <module>
    from tensorflow.python.distribute.experimental import collective_all_reduce_strategy

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\distribute\experimental\__init__.py", line 25, in <module>
    from tensorflow.python.distribute import tpu_strategy

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\python\distribute\tpu_strategy.py", line 28, in <module>
    from tensorflow.compiler.xla.experimental.xla_sharding import xla_sharding

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\compiler\xla\experimental\xla_sharding\xla_sharding.py", line 23, in <module>
    from tensorflow.compiler.tf2xla.python import xla as tf2xla

  File "C:\Users\stacey\AppData\Roaming\Python\Python36\site-packages\tensorflow\compiler\tf2xla\python\xla.py", line 43, in <module>
    from tensorflow.python.ops.numpy_ops import np_utils

ModuleNotFoundError: No module named 'tensorflow.python.ops.numpy_ops'

Python version: 3.6
Tensorflow version: 2.6.2

ClaudiaR · Accepted Answer · 2022-08-19 14:49:06Z

3

I don't think there is a tensorflow.keras.LSTM. Maybe you're looking for tensorflow.keras.layers.LSTM ?

Update:

The issue was solved by upgrading to the latest versions both tensorflow (2.9.1) and python (3.9). Here can be found a version compatibility table.

edited Aug 19, 2022 at 14:49

answered Aug 19, 2022 at 8:45

ClaudiaR

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6 Comments

Stacey Over a year ago

I tried from keras.layers import LSTM but got the same error

ClaudiaR Over a year ago

Does this help ? Maybe you just have to upgrade tensorflow version stackoverflow.com/a/66203280/14774959

Stacey Over a year ago

I uninstalled and reinstalled before posting the question - how do I make sure I have the latest version?

ClaudiaR Over a year ago

Yes, it looks like that with python 3.6, the maximum version of tensorflow that you can get is 2.6. If it's not a problem for you, you should consider also upgrading python tensorflow.org/install/source?hl=en#tested_build_configurations

Stacey Over a year ago

Thanks @ClaudiaR - ended up removing python and all the packages and reinstalling everything with up to date versions which sorted the issue out

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