In this article, you’ll get the solution for the modulenotfounderror: no module named ‘keras.engine.topology’ error message in Python.
When you encounter this error, you don’t have to panic because it’s not that hard to fix.
Apart from the solutions, this article also covered what this no module named ‘keras.engine.topology’ error means, root causes, and how to troubleshoot the error with a step-by-step guide.
What is modulenotfounderror: no module named ‘keras.engine.topology’ error?
Modulenotfounderror: no module named 'keras.engine.topology'The Python error message modulenotfounderror: no module named ‘keras.engine.topology’ occurs when you are trying to import a module called “keras.engine.topology.”
However, it is unable to be found by the Python interpreter.
In addition to that, this error indicates to you that either Keras or the ‘keras.engine.topology’ module is not installed in your system.
What are the causes of modulenotfounderror: no module named ‘keras.engine.topology’ error?
Here are the common causes of the error no module named ‘keras.engine.topology’ that it should be addressed.
1. The module is not installed
If the “keras” module is not installed in the Python environment. Definitely, Python interpreter is unable to find the required module which results to an error.
2.Incorrect installation
If you already installed the “keras” module but didn’t follow the proper installation procedure or it is being corrupted you will encounter this error.
3.Incompatible version
If you are using a different version of Python and the module you want to import is in a different version, an error will arise. The reason is that it is not compatible with the version of the “Keras” module you are using.
4. Virtual environment issue
When you install the module or the package globally and not in your virtual environment. Certainly, in this error no module named ‘keras.engine.topology’ occurs.
5. Import incorrectly
If the “keras” module is not imported correctly in the Python environment. It will display an error, you should make sure that you are importing the correct spelling of the module.
6. Outdated Keras version
When you are using an outdated keras version, there are instances where the “keras.engine.topology’ module is not included.
7. Conflicting library
If you have installed multiple versions of keras on your system, it may cause conflicts that result in an error.
How to fix modulenotfounderror: no module named ‘keras.engine.topology’ error?
Time needed: 2 minutes
There are several solutions to the modulenotfounderror: no module named ‘keras.engine.topology’ error message. Here are some of the most common solutions:
- Check Keras installation
To check if you have installed the Keras module or not, you can use the following command:
✅ pip list
or
✅ pip freeze
By following this command, it will display a list of packages or modules.
You can use the following command to specifically see the keras module if it is installed in your environment.
✅ pip show keras
This command will display the module’s information. If you already have the module “Keras” installed, you’ll see the version you’re using at the same time as its location.
Otherwise, If you don’t see the Keras module on the list, then you have to install it. - Install keras module
When you have not installed the Keras module on your system, you can use the following command:
✅ pip install keras
If you are using Python 3
✅ pip3 install keras
Anaconda
✅ conda install keras
Jupyter Notebook
✅ !pip install keras - Update Keras
When you are using an older version, you can update it to its latest version using the following command:
✅ pip install –upgrade keras - Check Python version
It usually happens that the module is not compatible with the Python version you are using.
To check the version, execute the following command:
✅ python –version - Remove conflicting libraries
When you have installed multiple versions of Keras, it may cause a conflict.
To solve the error, you have to remove conflicting modules or packages. - Reinstall Keras:
When the above solution do not resolve the error, you have try reinstalling the module. Execute the following command:
To uninstall:
✅ pip uninstall keras
To install:
✅ pip install keras
Conclusion
In conclusion, this article already provided different solutions to resolve the error modulenotfounderror: no module named ‘keras.engine.topology’ error message. By executing all the following solutions in this article, you can run your program without any errors.
We also have solutions if you encounter an error like modulenotfounderror: no module named ‘mlxtend’.
Thank you very much for reading until the end of this article.