XGBoosting Home | About | Contact | Examples

Installing XGBoost with Conda

Conda is a popular open-source package management system and environment management system widely used in the data science and machine learning communities.

It simplifies package installation and ensures compatibility across different platforms. Installing XGBoost with Conda is a straightforward process.

This tip provides the exact command you need to install XGBoost using Conda.

conda install -c conda-forge xgboost

Before running the installation command, ensure you have Conda installed and activated on your system. If you haven’t installed Conda yet, you can download and install Miniconda, a lightweight version of Conda, from the official Conda website.

If you want to install a specific version of XGBoost, you can append the version number to the package name. For example, to install XGBoost version 1.5.0, use the following command:

conda install -c conda-forge xgboost=1.5.0

After installation, verify that XGBoost is working correctly by importing it in a Python script:

import xgboost as xgb

If no errors occur, you’ve successfully installed XGBoost using Conda and are ready to leverage its capabilities in your machine learning projects.

See Also