Package: timbl (6.5-3)

Links for timbl

Trisquel Resources:

Download Source Package timbl:

Maintainer:

Debian Science Team (Mail Archive)

Original Maintainers:

Debian Science Team (Mail Archive)
Joost van Baal-Ilić
Ko van der Sloot
Maarten van Gompel

External Resources:

Homepage [languagemachines.github.io]

Similar packages:

Tilburg Memory Based Learner

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.

Other Packages Related to timbl

depends

recommends

suggests

dep: libc6 (>= 2.14) [amd64]

GNU C Library: Shared libraries
also a virtual package provided by libc6-udeb

dep: libc6 (>= 2.17) [arm64, ppc64el]

dep: libc6 (>= 2.4) [armhf]
dep: libgcc-s1 (>= 3.0) [not armhf]

GCC support library

dep: libgcc-s1 (>= 3.5) [armhf]
dep: libstdc++6 (>= 5.2)

GNU Standard C++ Library v3
dep: libticcutils8 (>= 0.24)

utility functions used in the context of Natural Language Processing (library)
dep: libtimbl4 (>= 6.5)

Tilburg Memory Based Learner - runtime

Download timbl

Download for all available architectures
Architecture	Package Size	Installed Size	Files
amd64	51.8 kB	218 kB	[list of files]
arm64	48.5 kB	206 kB	[list of files]
armhf	47.2 kB	185 kB	[list of files]
ppc64el	50.6 kB	262 kB	[list of files]

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