The solution for the modulenotfounderror: no module named ‘mlxtend’ error message is very simple and easy.
In this article, we will discus what this error is all about, its causes, and we will give you a comprehensive guide to solving this error no module named mlxtend.
This error message no module named ‘mlxtend’ usually appears when you are importing a module and the module is missing.
Before we get into the solutions, let’s first educate ourselves on what this error is all about.
What is ‘mlxtend’ module?
The ‘mlxtend’ module is known as the third-party library that provides different tools, utilities, and extensions for machine learning in Python. It contains several modules that include:
- Feature selection
- Visualization
- Ensemble methods
- Data preprocessing
What is modulenotfounderror: no module named ‘mlxtend’ error?
ModuleNotFoundError: No module named 'mlxtend'
The error message modulenotfounderror: no module named ‘mlxtend’ usually occurs when you are importing the mlxtend module in the Python script.
However, Python interpreter was unable to find it.
The reason is that the module is missing or it is not installed in your system or in Python environment.
There are various causes why this error frequently occurs, you’ll discover them below.
What are cause of modulenotfounderror: no module named ‘mlxtend’ error?
This error can occur for various reasons such as:
1. The mlxtend module is not installed
If the “mlxtend” module is not installed in the Python environment. Definitely, Python interpreter unable to find the required that results to an error.
2.Incorrect installation
If the “mlxtend” module is installed, but it is installed incorrectly or it is corrupted, then an error appears.
3.Incompatible version
If the mlxtend is in a different version from the Python you are currently using, an error will arise.
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 ‘mlxtend’ occurs.
5. Import incorrectly
If the “mlxtend” module is not imported correctly in the Python environment. It will display an error, ensure that you are importing the correct spelling of the module.
How to fix modulenotfounderror: no module named ‘mlxtend’ error?
Time needed: 2 minutes
There are several solutions to the modulenotfounderror: no module named ‘mlxtend’ error message.
Here are some of the most common solutions:
- Installing mlxtend
If you haven’t installed the module in your system, then you have to install the ‘mlxtend’ module using the following command in your terminal or command prompt:
Python2
pip install mlxtend
Python3
pip3 install mlxtend
You can also try this command:
pip install mlxtend –no-deps
Jupyter Notebook
!pip install mlxtend
Anaconda
conda install -c conda-forge mlxtend
or
conda install mlxtend -c conda-forge
After you have installed the mlxtend module, you should be able to import it into your Python code without encountering any errors. - Check if the module is installed
You can simply check if you already have the module installed using the following command:
pip list
or
pip freeze - Check the module version
Usually, after you already installed the module yet you’re still encountering the error. You have to check the version of Python and the “mlxtend” module.
To check Python version:
python –version
To check module version you use:
pip show mlxtend - Upgrade the module
If the module is not compatible with the Python version you are currently using, you can upgrade using the following command:
pip install –upgrade mlxtend
You can use this command to upgrade the module:
pip install mlxtend –upgrade –no-deps - Reinstalling the module
When the above solutions do not resolve the error, you can try to reinstall the module using the following command:
To uninstall:
pip uninstall mlxtend
To reinstall:
pip install mlxtend
Conclusion
By following the solution for the error modulenotfounderror: no module named ‘mlxtend’ provided above, will help you to resolve the error no module named ‘mlxtend’ that you are currently facing.
We also have solutions if you encounter an error like modulenotfounderror: no module named ‘flask_cors’ .
Thank you very much for reading until the end of this article.
