In this article, we will learn to solve the error no module named ‘xgboost’ which is common encountered in python.
The error appears if you did not install the “xgboost” before you import it into your program and you installed the module in an incorrect environment.
Moreover, the best way to solve this error is either to reinstall the xgboost python module.
For this module, you just need to install it externally.
Also, Check out this information about error:
What is ModuleNotFoundError?
The ModuleNotFoundError appears if the package you want to use is not in the current Python environment.
There are different causes of the modulenotfounderror no module named xgboost:
The package name is incorrect, In that scenario, you need to double-check the import module’s name.
What is XGBoost?
The XGBoost is an advanced boosting library. The library adopts the machine learning algorithms under the Gradient Boosting framework.
The easy way to install xgboost is to use the module for Python which is called the PIP.
How to solve the no module named xgboost?
Time needed: 3 minutes
Here are the best solutions to solve no module named xgboost
- Solution 1: Install using pip package in Python 2
PIP is the simplest and best solution to install this XGBOOST module. These are the command for installation:
“pip install xgboost“
- Solution 2: Install using pip package in Python 3
The following command for installation in Python 3:
“pip3 install xgboost“
- Solution 3: Install Pip in Path Environment Variable in Python 2
The following command for installation of the Pip in Path Environment Variable in Python 2:
“python -m pip install xgboost“
- Solution 4: Install Pip in Path Environment Variable in Python 3
The following command for installation of the Pip in Path Environment Variable in Python 3:
“python3 -m pip install xgboost“
- Solution 5: Install in py alias (Windows)
The following command is for the installation in py alias(windows):
“py -m pip install xgboost“
- Solution 6: Installation for Anaconda
The following command is for the installation of Anaconda:
“conda install -c anaconda py-xgboost“
- Solution 7: Installation for Jupyter Notebook
The following command is for the Jupyter Notebook:
“!pip install xgboost“
In conclusion, if you encountered the error modulenotfounderror: no module named xgboost the above examples are the best solutions to solve the error you encountered.