How To Install r-cran-densityclust on Debian 12
Introduction
In this tutorial we learn how to install r-cran-densityclust on Debian 12.
What is r-cran-densityclust
r-cran-densityclust is:
An improved implementation (based on k-nearest neighbors) of the density peak clustering algorithm, originally described by Alex Rodriguez and Alessandro Laio (Science, 2014 vol. 344). It can handle large datasets (> 100, 000 samples) very efficiently. It was initially implemented by Thomas Lin Pedersen, with inputs from Sean Hughes and later improved by Xiaojie Qiu to handle large datasets with kNNs.
There are three methods to install r-cran-densityclust 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 r-cran-densityclust Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install r-cran-densityclust using apt-get by running the following command:
sudo apt-get -y install r-cran-densityclust
Install r-cran-densityclust Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install r-cran-densityclust using apt by running the following command:
sudo apt -y install r-cran-densityclust
Install r-cran-densityclust 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 r-cran-densityclust using aptitude by running the following command:
sudo aptitude -y install r-cran-densityclust
How To Uninstall r-cran-densityclust on Debian 12
To uninstall only the r-cran-densityclust package we can use the following command:
sudo apt-get remove r-cran-densityclust
Uninstall r-cran-densityclust And Its Dependencies
To uninstall r-cran-densityclust and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove r-cran-densityclust
Remove r-cran-densityclust Configurations and Data
To remove r-cran-densityclust configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge r-cran-densityclust
Remove r-cran-densityclust configuration, data, and all of its dependencies
We can use the following command to remove r-cran-densityclust configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge r-cran-densityclust
Dependencies
r-cran-densityclust have the following dependencies:
- r-base-core
- r-api-4.0
- r-cran-rcpp
- r-cran-fnn
- r-cran-rtsne
- r-cran-ggplot2
- r-cran-ggrepel
- r-cran-gridextra
- r-cran-rcolorbrewer
- libc6
- libgcc-s1
- libstdc++6
References
Summary
In this tutorial we learn how to install r-cran-densityclust package on Debian 12 using different package management tools: apt, apt-get and aptitude.
