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[ Source: dimbl  ]

Package: dimbl (0.15-1)

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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 60.7 kB139.0 kB [list of files]
arm64 57.9 kB135.0 kB [list of files]
armel 55.6 kB122.0 kB [list of files]
armhf 56.8 kB106.0 kB [list of files]
i386 64.2 kB142.0 kB [list of files]
mips 58.4 kB144.0 kB [list of files]
mips64el 58.5 kB146.0 kB [list of files]
mipsel 58.9 kB144.0 kB [list of files]
ppc64el 59.3 kB187.0 kB [list of files]
s390x 59.3 kB147.0 kB [list of files]