How To Install timbl on Debian 12
Introduction
In this tutorial we learn how to install timbl on Debian 12.
What is timbl
timbl is:
Memory-Based Learning (MBL) is a machine-learning method applicable to a wide range of tasks in Natural Language Processing (NLP).
The Tilburg Memory Based Learner, TiMBL, is a tool for NLP research, and for many other domains where classification tasks are learned from examples. It is an efficient implementation of k-nearest neighbor classifier.
TiMBL’s features are:
- Fast, decision-tree-based implementation of k-nearest neighbor classification;
- Implementations of IB1 and IB2, IGTree, TRIBL, and TRIBL2 algorithms;
- Similarity metrics: Overlap, MVDM, Jeffrey Divergence, Dot product, Cosine;
- Feature weighting metrics: information gain, gain ratio, chi squared, shared variance;
- Distance weighting metrics: inverse, inverse linear, exponential decay;
- Extensive verbosity options to inspect nearest neighbor sets;
- Server functionality and extensive API;
- Fast leave-one-out testing and internal cross-validation;
- and Handles user-defined example weighting.
TiMBL is a product of the Centre of Language and Speech Technology (Radboud University, Nijmegen, The Netherlands), the ILK Research Group (Tilburg University, The Netherlands) and the CLiPS Research Centre (University of Antwerp, Belgium).
If you do scientific research in NLP, timbl will likely be of use to you.
There are three methods to install timbl 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 timbl Using apt-get
Update apt database with apt-get using the following command.
sudo apt-get update
After updating apt database, We can install timbl using apt-get by running the following command:
sudo apt-get -y install timbl
Install timbl Using apt
Update apt database with apt using the following command.
sudo apt update
After updating apt database, We can install timbl using apt by running the following command:
sudo apt -y install timbl
Install timbl 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 timbl using aptitude by running the following command:
sudo aptitude -y install timbl
How To Uninstall timbl on Debian 12
To uninstall only the timbl package we can use the following command:
sudo apt-get remove timbl
Uninstall timbl And Its Dependencies
To uninstall timbl and its dependencies that are no longer needed by Debian 12, we can use the command below:
sudo apt-get -y autoremove timbl
Remove timbl Configurations and Data
To remove timbl configuration and data from Debian 12 we can use the following command:
sudo apt-get -y purge timbl
Remove timbl configuration, data, and all of its dependencies
We can use the following command to remove timbl configurations, data and all of its dependencies, we can use the following command:
sudo apt-get -y autoremove --purge timbl
Dependencies
timbl have the following dependencies:
References
Summary
In this tutorial we learn how to install timbl package on Debian 12 using different package management tools: apt, apt-get and aptitude.