modulenotfounderror no module named 'xgboost' jupyter notebook

Modulenotfounderror no module named ‘xgboost’ jupyter notebook

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In this article, we will show you the solutions for modulenotfounderror no module named ‘xgboost’ jupyter notebook.

This is a common error usually experienced when you are a developer or a programmer when you are running your program in Python. 

The xgboost is a popular machine learning library that is used for gradient boosting.

This error no module named ‘xgboost’ jupyter is happen when the xgboost package is not installed properly in your system.

Luckily, we have simple and easy steps to go through to fix the error.

Continue to read on to discover the common causes and the solutions to resolve the issue in no time.

What is the modulenotfounderror no module named ‘xgboost’ jupyter notebook error?

Your error, whether in a Jupyter Notebook or in the terminal, probably looks like one of the following:

ModuleNotFoundError: No module named 'xgboost' Jupyter Notebook

The modulenotfounderror: no module named ‘xgboost‘ indicates that the “xgboost” module is not installed on your system.

Or it is not available to the current environment in the Jupyter Notebook you are using.

In addition to that, the error message no module named ‘xgboost’ in jupyter notebook usually arises when Jupyter Notebook is not able to access the module that you are trying to import.

And, Python interpreter is unable to find the xgboost module, resulting in an error.

In order to resolve this error, you’ll have to install the xgboost module either using pip or conda, depending on your Python environment.

What are the causes of modulenotfounderror no module named ‘xgboost’ jupyter notebook error?

1. XGBoost not installed

It is one of the most common causes of the modulenotfounderror no module named ‘xgboost’ Jupyter notebook error message, tells you that XGBoost is not installed in your system.

2. Incorrect xgboost installation

If the xgboost module is installed in your Python environment but not correctly, you will definitely receive this error message.

3. Jupyter Notebook kernel

When you are using a Jupyter Notebook kernel that is unable to access xgboost, you may encounter the error.

It only happens when you are using a virtual environment or a conda environment that does not have XGBoost installed.

How to fix modulenotfounderror no module named ‘xgboost’ jupyter notebook error?

These are the effective solutions to the modulenotfounderror no module named ‘xgboost’ jupyter notebook error message.

Time needed: 2 minutes

Just follow the following command until you have successfully fixed the error:

  1. Install xgboost

    Installing xgboost in your system is the best solution for resolving the “module not found” error in a Jupyter notebook.

    You can do this using the following command in your terminal or command prompt:

    Install xgboost
    or

    Install xgboost

    When you are using a conda environment, you may use the following command:

    Install xgboost

    When installing xgboost is finally done, you have to restart your Jupyter Notebook kernel in order for the changes to take effect.

  2. Check xgboost installation

    When you have already installed the module but are still encountering the error, you should check if xgboost is correctly installed.

    You can simply do this using the following command in your Jupyter Notebook:

    Check xgboost installation

    or you can use this command:

    Check xgboost installation

    When you don’t encounter any errors after running the above command, then the module is installed correctly.

  3. Check Jupyter Notebook kernel

    When you are still encountering the error after installing the module, you should check your Jupyter Notebook kernel.

    You have to ensure that you are using a kernel that had access to XGBoost.
    Use the following command in your Jupyter Notebook:

    Check Jupyter Notebook kernel

    By executing this command it will display the path to the Python interpreter that is being used by your Jupyter Notebook.

Additional solutions for “modulenotfounderror no module named ‘xgboost’ jupyter notebook”

You can use the following command base on the platform you are using.

1. If you are using py alias (Windows)

✅ py -m pip install xgboost

2. If you are using python 3

✅ pip3 install xgboost
✅ python3 -m pip install xgboost

3. Use this command if you get permissions error

✅ sudo pip3 install xgboost
✅ pip install xgboost --user

4. Virtual environment or Python 2

✅pip install xgboost

5. If you don’t have pip in your PATH environment variable

✅ python -m pip install xgboost

Conclusion

This article already gives you an effective solution that will help to resolve the error modulenotfounderror no module named ‘xgboost’ jupyter notebook.

By executing the effective solutions above, you can fix the error and run your program smoothly without any errors in your Jupyter Notebook.

We also have solutions if you encounter an error like modulenotfounderror: no module named ‘tensorboardx’.

Thank you very much for reading until the end of this article.

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