Пакет: timbl (6.5-3)

Връзки за timbl

Ресурси за Trisquel:

Изтегляне на пакет-източник timbl.

Отговорник:

Debian Science Team (Пощенски архив)

Original Maintainers:

Debian Science Team (Пощенски архив)
Joost van Baal-Ilić
Ko van der Sloot
Maarten van Gompel

Външни препратки:

Начална страница [languagemachines.github.io]

Подобни пакети:

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.

Други пакети, свързани с timbl

зависимости

препоръчани

предложени

dep: libc6 (>= 2.14) [amd64]

GNU C Library: Shared libraries
също и виртуален пакет, предлаган от libc6-udeb

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

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

Изтегляне на timbl

Изтегляне за всички налични архитектури
Архитектура	Големина на пакета	Големина след инсталиране	Файлове
amd64	51,8 кБ	218 кБ	[списък на файловете]
arm64	48,5 кБ	206 кБ	[списък на файловете]
armhf	47,2 кБ	185 кБ	[списък на файловете]
ppc64el	50,6 кБ	262 кБ	[списък на файловете]

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