ModuleNotFoundError: No module named 'tensorflow.keras.wrappers'

[adhamenaya]

I am using tensorflow 2.13.0 and keras 2.13.1. I got this error? could you please advise what is the version of compitable TensorFlow

ModuleNotFoundError                       Traceback (most recent call last)
Cell In[4], line 1
----> 1 import adapt

File ~/miniforge3/envs/tensorflow/lib/python3.10/site-packages/adapt/__init__.py:5
      1 """
      2 ADAPT: Awesome Domain Adaptation Package Toolbox
      3 """
----> 5 from adapt import feature_based
      6 from adapt import instance_based
      7 from adapt import parameter_based

File ~/miniforge3/envs/tensorflow/lib/python3.10/site-packages/adapt/feature_based/__init__.py:5
      1 """
      2 Feature-Based Methods Module
      3 """
----> 5 from ._fa import FA
      6 from ._coral import CORAL
      7 from ._dann import DANN

File ~/miniforge3/envs/tensorflow/lib/python3.10/site-packages/adapt/feature_based/_fa.py:11
      8 from sklearn.utils import check_array
      9 from sklearn.exceptions import NotFittedError
---> 11 from adapt.base import BaseAdaptEstimator, make_insert_doc
     12 from adapt.utils import check_arrays
     15 @make_insert_doc(supervised=True)
     16 class FA(BaseAdaptEstimator):

File ~/miniforge3/envs/tensorflow/lib/python3.10/site-packages/adapt/base.py:16
     14 from sklearn.exceptions import NotFittedError
     15 from tensorflow.keras import Model
---> 16 from tensorflow.keras.wrappers.scikit_learn import KerasClassifier, KerasRegressor
     18 from adapt.utils import (check_estimator,
     19                          check_network,
     20                          check_arrays,
   (...)
     25                          get_default_task,
     26                          get_default_discriminator)
     27 from adapt.metrics import normalized_linear_discrepancy

ModuleNotFoundError: No module named 'tensorflow.keras.wrappers'

[divakarkumarp]

Another Approach you can try
pip install tensorflow==2.12.0

[olivermueller]

I have the same problem. On MacOS, "pip install tensorflow==2.12.0" does not work either

[antoinedemathelin]

Hello everyone,
Thank you for reporting this issue. Indeed, it seems that there is a problem with tensorflow for MacOS. The adapt package encounters multiple issues with the tensorflow version above 2.12. We think that the problem can be resolved by correcting these bugs. We will let you know, when it is done.
Best,

[antoinedemathelin]

Hi everyone,
We made changes to fix the compatibility issue with the last Tensorflow version (2.15). A new ADAPT version has been deployed on Pypi (0.4.4).
Please try it and let us know if you still encounter this issue?

PS: you made need to upgrade your Tensorflow version to 2.15, but ADAPT should work with previous versions too.

[juliog23]

Beginner here, how do I apply this fix, I'm encountering the same issue. Thanks in advance!

[antoinedemathelin]

Hi @juliog23,
Do you know which version of Adapt you are using ? The issue should be resolved with Adapt 0.4.4

Please try (in your environment):

pip install --upgrade adapt

If you are using a jupyter notebook, you can run the following command in a coding cell:

!pip install --upgrade adapt

[juliog23]

Thank you for the quick response. I just got around to running the code you supplied and it installed successfully but still getting the same error. When I look in the directory there is no module named “wrappers”. My current file path is “../site-packages/tensorflow/python/keras On Jan 10, 2024, at 1:21 AM, antoinedemathelin ***@***.***> wrote: Hi @juliog23, Do you know which version of Adapt you are using ? The issue should be resolved with Adapt 0.4.4 Please try (in your environment): pip install --upgrade adapt If you are using a jupyter notebook, you can run the following command in a coding cell: !pip install --upgrade adapt —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you were mentioned.Message ID: ***@***.***>

[antoinedemathelin]

Hi @juliog23,

Can you please share the whole error message you get ?

Do you work in a conda environment ? If yes, can you please share the versions of your packages by copy-pasting the prompt of:

conda list

Maybe you can resolve the issue by installing scikeras with:

pip install scikeras

[juliog23]

Hello, here is the full error message:2024-01-11 10:36:54.385678: I tensorflow/core/util/port.cc:113] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.WARNING:tensorflow:From C:\Users\julio\AppData\Local\Programs\Python\Python311\Lib\site-packages\keras\src\losses.py:2976: The name tf.losses.sparse_softmax_cross_entropy is deprecated. Please use tf.compat.v1.losses.sparse_softmax_cross_entropy instead. Traceback (most recent call last):  File "C:\Users\julio\OneDrive\NBA Games\NBA 23-24 Season\polyfit_deep_learning_rev2.py", line 12, in <module>    from tensorflow.keras.wrappers.scikit_learn import KerasRegressorModuleNotFoundError: No module named 'tensorflow.keras.wrappers' Thank you! On Thursday, January 11, 2024 at 07:09:26 AM PST, antoinedemathelin ***@***.***> wrote: Hi @juliog23, Can you please share the whole error message you get ? Do you work in a conda environment ? If yes, can you please share the versions of your packages by copy-pasting the prompt of: conda list — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you were mentioned.Message ID: ***@***.***>

[antoinedemathelin]

Hi @juliog23,

I think the error can be resolved by installing scikeras, can you please try:

pip install scikeras

[antoinedemathelin]

If the error is still not resolved, you can watch the installed package versions with:

pip list

or

conda list

To verify that you have the last version of adapt installed.

PS : don't forget to put "!" before the commands, if you are executing them in a jupyter cell (!pip list)

[juliog23]

I already had scikeras installed but I uninstalled it and then reinstalled it just in case. The scikeras path in my computer is: ".........\Programs\Python\Python311\Lib\site-packages\scikeras" The code from my understanding is erroring with "ModuleNotFoundError: No module named 'tensorflow.keras.wrappers'" (error from my previous message). But when I look in my file path in tensorflow: "....\site-packages\tensorflow\python\keras" the keras folder doesn't have a module called "wrappers". Or does it know to look for this module elsewhere based on how the error code is being spit out. This is the beginning of the code: import pandas as pdimport scipy.sparseimport osfrom tensorflow import kerasfrom sklearn.model_selection import train_test_split, cross_val_score, KFoldfrom sklearn.preprocessing import StandardScaler, OneHotEncoderfrom sklearn.compose import ColumnTransformerfrom sklearn.metrics import mean_squared_errorfrom tensorflow.keras.models import Sequential, load_modelfrom tensorflow.keras.layers import Dense, Dropoutfrom tensorflow.keras.wrappers.scikit_learn import KerasRegressorimport joblibfrom imblearn.over_sampling import SMOTE **I also have another keras folder in ".....\site-packages\keras" not sure if this matters. Here is the pip list (I'm running all this on cmd as well): Package                      Version---------------------------- ---------absl-py                       2.0.0adapt                         0.4.4alembic                      1.13.1altair                         5.1.1amply                        0.1.5astunparse                 1.6.3attrs                         23.1.0blinker                      1.6.2cachetools                 5.3.1certifi                        2023.7.22charset-normalizer     3.2.0click                          8.1.7colorama                   0.4.6colorlog                     6.8.0contourpy                  1.1.0copulas                      0.9.0cvxopt                       1.3.2cycler                        0.11.0docutils                     0.20.1et-xmlfile                   1.1.0flatbuffers                  23.5.26fonttools                    4.40.0fuzzywuzzy                0.18.0gast                          0.5.4gitdb                         4.0.10GitPython                  3.1.37google-auth               2.26.1google-auth-oauthlib   1.0.0google-pasta              0.2.0greenlet                     3.0.3grpcio                        1.60.0h2o                           3.44.0.3h5py                         3.10.0idna                          3.4imbalanced-learn        0.11.0importlib-metadata     6.8.0Jinja2                       3.1.2joblib                       1.3.2json5                        0.9.14jsonschema                   4.19.1jsonschema-specifications    2023.7.1keras                        2.15.0kiwisolver                  1.4.4Levenshtein               0.21.0libclang                     16.0.6llvmlite                     0.41.1Mako                         1.3.0Markdown                  3.5.1markdown-it-py          3.0.0MarkupSafe                2.1.3matplotlib                   3.7.2mdurl                        0.1.2ml-dtypes                    0.2.0numba                        0.58.1numpy                        1.24.3oauthlib                     3.2.2openpyxl                     3.1.2opt-einsum                   3.3.0optuna                       3.5.0package-name                 0.1packaging                    23.1pandas                       2.0.2patsy                        0.5.4Pillow                       9.5.0pip                          23.3.2ply                          3.11protobuf                     4.23.4PuLP                         2.4pyarrow                      13.0.0pyasn1                       0.5.1pyasn1-modules               0.3.0pydeck                       0.8.1b0pydfs-lineup-optimizer       3.6.1Pygments                     2.16.1Pyomo                        6.6.1pyparsing                    3.0.9python-dateutil              2.8.2python-Levenshtein           0.21.0pytz                         2023.3PyYAML                       6.0.1rapidfuzz                    3.0.0referencing                  0.30.2requests                     2.31.0requests-oauthlib            1.3.1rich                         13.5.3rpds-py                      0.10.3rsa                          4.9scikeras                     0.12.0scikit-learn                 1.3.2scipy                        1.11.1seaborn                      0.12.2setuptools                   65.5.0six                          1.16.0smmap                        5.0.1SQLAlchemy                   2.0.25statsmodels                  0.14.0streamlit                    1.27.0tabulate                     0.9.0tenacity                     8.2.3tensorboard                  2.15.1tensorboard-data-server      0.7.2tensorflow                   2.15.0tensorflow-estimator         2.15.0tensorflow-intel             2.15.0tensorflow-io-gcs-filesystem 0.31.0termcolor                    2.4.0threadpoolctl                3.2.0timedelta                    2020.12.3toml                         0.10.2toolz                        0.12.0tornado                      6.3.3tqdm                         4.65.0typing_extensions            4.8.0tzdata                       2023.3tzlocal                      5.0.1urllib3                      2.0.5validators                   0.22.0watchdog                     3.0.0Werkzeug                     3.0.1wheel                        0.42.0wrapt                        1.14.1zipp                         3.17.0 On Friday, January 12, 2024 at 01:14:23 AM PST, antoinedemathelin ***@***.***> wrote: If the error is still not resolved, you can watch the installed package versions with: pip list or conda list To verify that you have the last version of adapt installed. PS : don't forget to put "!" before the commands, if you are executing them in a jupyter cell (!pip list) — Reply to this email directly, view it on GitHub, or unsubscribe. You are receiving this because you were mentioned.Message ID: ***@***.***>

[antoinedemathelin]

Hi @juliog23,
The module keras.wrappershas been removed in tensorflow 2.15, so its normal you don't find it.

You have the last version of adapt (0.4.4) so the bug doesn't come from the adapt library.

Your issue comes from this import : from tensorflow.keras.wrappers.scikit_learn import KerasRegressor
You should replace this line with: from scikeras.wrappers import KerasRegressor

Best,

[juliog23]

This last suggestion may have fixed it, no more error on that. Will work through some other modifications I need to do to run the code in its entirety. Thank you for your guidance and patience. On Jan 13, 2024, at 6:10 AM, antoinedemathelin ***@***.***> wrote: Hi @juliog23, The module keras.wrappershas been removed in tensorflow 2.15, so its normal you don't find it. You have the last version of adapt (0.4.4) so the bug doesn't come from the adapt library. Your issue comes from this import : from tensorflow.keras.wrappers.scikit_learn import KerasRegressor You should replace this line with: from scikeras.wrappers import KerasRegressor Best, —Reply to this email directly, view it on GitHub, or unsubscribe.You are receiving this because you were mentioned.Message ID: ***@***.***>