How To Install libxgboost-predictor-java on Debian 12
Introduction
In this tutorial we learn how to install libxgboost-predictor-java on Debian 12.
What is libxgboost-predictor-java
libxgboost-predictor-java is:
XGBoost is an optimized distributed gradient boosting library designed to be highly efficient, flexible and portable. It implements machine learning algorithms under the Gradient Boosting framework. XGBoost provides a parallel tree boosting (also known as GBDT, GBM) that solve many data science problems in a fast and accurate way. The same code runs on major distributed environment (Kubernetes, Hadoop, SGE, MPI, Dask) and can solve problems beyond billions of examples.
There are three methods to install libxgboost-predictor-java on Debian 12. We can use apt-get, apt and aptitude. In the following sections we will describe each method. You can choose one of them.
Install libxgboost-predictor-java Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install libxgboost-predictor-java using apt-get by running the following command:
sudo apt-get -y install libxgboost-predictor-java
Install libxgboost-predictor-java Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install libxgboost-predictor-java using apt by running the following command:
sudo apt -y install libxgboost-predictor-java
Install libxgboost-predictor-java Using aptitude
If you want to follow this method, you might need to install aptitude first since aptitude is usually not installed by default on Debian. Update apt database with aptitude using the following command.
sudo aptitude update
After updating apt database, We can install libxgboost-predictor-java using aptitude by running the following command:
sudo aptitude -y install libxgboost-predictor-java
How To Uninstall libxgboost-predictor-java on Debian 12
To uninstall only the libxgboost-predictor-java package we can use the following command:
sudo apt-get remove libxgboost-predictor-java
Uninstall libxgboost-predictor-java And Its Dependencies
To uninstall libxgboost-predictor-java and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove libxgboost-predictor-java
Remove libxgboost-predictor-java Configurations and Data
To remove libxgboost-predictor-java configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge libxgboost-predictor-java
Remove libxgboost-predictor-java configuration, data, and all of its dependencies
We can use the following command to remove libxgboost-predictor-java configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge libxgboost-predictor-java
Dependencies
libxgboost-predictor-java have the following dependencies:
References
Summary
In this tutorial we learn how to install libxgboost-predictor-java package on Debian 12 using different package management tools: apt, apt-get and aptitude.
