Paket: timbl (6.5-3)

timbl için bağlantılar

Trisquel Kaynakları:

timbl Kaynak Paketini İndir:

Geliştirici:

Debian Science Team (Posta Arşivi)

Original Maintainers:

Debian Science Team (Posta Arşivi)
Joost van Baal-Ilić
Ko van der Sloot
Maarten van Gompel

Dış Kaynaklar:

Ana Sayfa [languagemachines.github.io]

Benzer paketler:

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.

timbl ile İlgili Diğer Paketler

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dep: libc6 (>= 2.14) [amd64]

GNU C Library: Shared libraries
ayrıca şunun tarafından sağlanan bir sanal paket libc6-udeb

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

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

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

timbl indir

Tüm mevcut mimariler için indir
Mimari	Paket Boyutu	Kurulu Boyut	Dosyalar
amd64	51,8 kB	218 kB	[dosya listesi]
arm64	48,5 kB	206 kB	[dosya listesi]
armhf	47,2 kB	185 kB	[dosya listesi]
ppc64el	50,6 kB	262 kB	[dosya listesi]

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