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[ Source: dimbl  ]

Package: dimbl (0.15-2.1)

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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.

Tags: Implemented in: C++, Role: Program

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Download dimbl

Download for all available architectures
Architecture Package Size Installed Size Files
amd64 65.0 kB152.0 kB [list of files]
arm64 61.6 kB140.0 kB [list of files]
armel 59.2 kB127.0 kB [list of files]
armhf 60.8 kB111.0 kB [list of files]
i386 67.7 kB155.0 kB [list of files]
mips 61.1 kB149.0 kB [list of files]
mips64el 61.6 kB151.0 kB [list of files]
mipsel 62.0 kB149.0 kB [list of files]
ppc64el 64.6 kB184.0 kB [list of files]
s390x 61.4 kB148.0 kB [list of files]