Pakiet: timbl (6.5-3)

Odnośniki dla timbl

Zasoby systemu Trisquel:

Pobieranie pakietu źródłowego timbl:

Opiekun:

Debian Science Team (Archiwum e-mail)

Original Maintainers:

Debian Science Team (Archiwum e-mail)
Joost van Baal-Ilić
Ko van der Sloot
Maarten van Gompel

Zasoby zewnętrzne:

Strona internetowa [languagemachines.github.io]

Podobne pakiety:

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.

Inne pakiety związane z timbl

wymaga

poleca

sugeruje

dep: libc6 (>= 2.14) [amd64]

GNU C Library: Shared libraries
również pakiet wirtualny udostępniany przez libc6-udeb

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

dep: libc6 (>= 2.4) [armhf]
dep: libgcc-s1 (>= 3.0) [nie 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

Pobieranie timbl

Pobierz dla wszystkich dostępnych architektur
Architektura	Rozmiar pakietu	Rozmiar po instalacji	Pliki
amd64	51,8 KiB	218 KiB	[lista plików]
arm64	48,5 KiB	206 KiB	[lista plików]
armhf	47,2 KiB	185 KiB	[lista plików]
ppc64el	50,6 KiB	262 KiB	[lista plików]

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