Programmers or developers cannot avoid encountering errors like attributeerror: module 'keras.utils' has no attribute 'to_categorical'. If you’re one of them, it is important for you to know and understand these kinds of errors.
In this article, we will show you how to solve the Python error module 'keras.utils' has no attribute 'to_categorical'. This error occurs when the to_categorical attribute is not found in the utils module of the Keras library.
What is Python?
Python is one of the most popular programming languages. It is used for developing a wide range of applications. It is a high-level programming language that is usually used by developers nowadays due to its flexibility.
What is AttributeError?
An attributeerror is an error that appears in our Python codes when we try to access an attribute of a non-existent object. In addition, this appears when we attempt to perform non-supported operations.
Now, let’s move on to our “how to fix this error” tutorial.
How to solve “module ‘keras.utils’ has no attribute ‘to_categorical’” in Python
Time needed: 2 minutes
The following are the steps on how to resolve the error message stating module 'keras.utils' has no attribute 'to_categorical'
in Python.
- Check the Keras version.
The first step is to check if you have installed the latest version of Keras on your system. To do so, open your command prompt and then enter the command:pip show keras
This command will display information about Keras, including its version and location. - Upgrade Keras.
After checking the version of Keras, if you’re using an older one, upgrade it to the latest version. To do so, enter this command in your command prompt:pip install keras --upgrade
This command will upgrade the Keras library to its latest version.
Alternative Solution
If the error still exists after upgrading your Keras library, try this alternative solution:
Change your import statement.
What is meant by this is that instead of using from keras.utils import to_categorical use from keras.preprocessing import to_categorical.
Commands you might need
pip list
This command will display all the packages installed on your system, including their versions.
Use the!pip list
command instead ofpip list
if you use Jupyter Notebook. However, if you’re using Anaconda, use the commandconda list
.
pip install --upgrade pip
Use this command to upgrade the pip package manager to its newest version. If your pip is already in the latest version, this will come out: “Requirement already satisfied.”
pip --version
Use this command to check what version of pip you have or have installed on your system.
Note: If you’re using Jupyter notebook, use the command!pip --version
.
python --version
Use this command to check what version of Python you have.
Note: If you’re using Jupyter notebook, use the command!python --version
. However, if you’re using Anaconda, just use the commandpython --version
.
pip show (package)
Use this command to display information about a module or package, including its location and version. Use as an example the command above (see step one).
Note: If you’re using Jupyter Notebook, use the command!pip show (package)
.
Conclusion
In conclusion, the error attributeerror: module 'keras.utils' has no attribute 'to_categorical' can be easily solved by either upgrading your Keras library to its latest version if you’re using an older one or changing your import statement.
By following the guide above, there’s no doubt that you’ll be able to resolve this error quickly.
We hope you’ve learned a lot from this. If you have any questions or suggestions, please leave a comment below, and for more Python tutorials, visit our website.
Thank you for reading!