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Source: dimbl
Maintainer: Debian Science Team <debian-science-maintainers@lists.alioth.debian.org>
Uploaders: Ko van der Sloot <ko.vandersloot@uvt.nl>
Section: science
Priority: optional
Build-Depends: debhelper (>= 11~),
pkgconf,
libicu-dev,
libxml2-dev,
libticcutils-dev (>= 0.34),
libtimbl-dev (>= 6.9)
Standards-Version: 4.1.3
Vcs-Browser: https://salsa.debian.org/science-team/dimbl.git
Vcs-Git: https://salsa.debian.org/science-team/dimbl.git
Homepage: https://github.com/LanguageMachines/dimbl
Package: dimbl
Architecture: any
Depends: ${shlibs:Depends},
${misc:Depends}
Description: Distributed Memory Based Learner
Dimbl is a wrapper around the k-nearest neighbor classifier in TiMBL, offering
parallel classification on multi-CPU machines. Dimbl splits the original
training set, builds separate TiMBL classifiers per training subset, and
merges their nearest-neighbor sets per classified instance
.
Dimbl's features are:
* Wraps neatly around TiMBL, retaining all command line options;
* Knows what to do with your multiple, duo, or quad cores;
* Makes use of the OpenMP specification for parallel programming;
* Can attain superlinear speed gains compared to standard TiMBL.
.
Dimbl is a product of the ILK Research Group (Tilburg University, The
Netherlands).
.
If you do scientific research in Natural Language Processing using the
Memory-Based Learning technique, Dimbl will likely be of use to you.
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