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[ Source: dimbl  ]

Package: dimbl (0.15-2.1 and others)

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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 Version Package Size Installed Size Files
alpha (unofficial port) 0.15-2.1+b1 60.3 kB153.0 kB [list of files]
amd64 0.15-2.1+b1 60.6 kB141.0 kB [list of files]
arm64 0.15-2.1+b1 57.7 kB133.0 kB [list of files]
armel 0.15-2.1+b1 55.4 kB120.0 kB [list of files]
armhf 0.15-2.1+b1 56.7 kB108.0 kB [list of files]
hppa (unofficial port) 0.15-2.1+b1 61.7 kB137.0 kB [list of files]
i386 0.15-2.1+b1 63.3 kB148.0 kB [list of files]
m68k (unofficial port) 0.15-2.1+b1 58.2 kB135.0 kB [list of files]
mips64el 0.15-2.1+b1 57.8 kB144.0 kB [list of files]
mipsel 0.15-2.1+b1 58.1 kB142.0 kB [list of files]
powerpcspe (unofficial port) 0.15-2.1 62.7 kB183.0 kB [list of files]
ppc64 (unofficial port) 0.15-2.1+b1 61.3 kB187.0 kB [list of files]
ppc64el 0.15-2.1+b1 60.8 kB185.0 kB [list of files]
riscv64 (unofficial port) 0.15-2.1+b1 58.9 kB125.0 kB [list of files]
s390x 0.15-2.1+b1 58.1 kB141.0 kB [list of files]
sh4 (unofficial port) 0.15-2.1+b1 63.7 kB127.0 kB [list of files]
sparc64 (unofficial port) 0.15-2.1+b1 56.4 kB140.0 kB [list of files]
x32 (unofficial port) 0.15-2.1+b1 59.4 kB132.0 kB [list of files]