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[ Source: dimbl  ]

Package: dimbl (0.15-2 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 59.1 kB144.0 kB [list of files]
amd64 0.15-2 59.5 kB136.0 kB [list of files]
arm64 0.15-2 57.9 kB132.0 kB [list of files]
armel 0.15-2 54.4 kB115.0 kB [list of files]
armhf 0.15-2 55.4 kB103.0 kB [list of files]
hppa (unofficial port) 0.15-2 59.8 kB132.0 kB [list of files]
hurd-i386 0.15-2 62.8 kB138.0 kB [list of files]
i386 0.15-2 63.0 kB138.0 kB [list of files]
kfreebsd-amd64 0.15-1 60.2 kB139.0 kB [list of files]
kfreebsd-i386 0.15-1 64.2 kB142.0 kB [list of files]
m68k (unofficial port) 0.15-2 54.9 kB126.0 kB [list of files]
mips 0.15-2 57.5 kB141.0 kB [list of files]
mips64el 0.15-2 57.6 kB143.0 kB [list of files]
mipsel 0.15-2 57.9 kB141.0 kB [list of files]
powerpc 0.15-2 59.3 kB183.0 kB [list of files]
powerpcspe (unofficial port) 0.15-2 57.9 kB183.0 kB [list of files]
ppc64 (unofficial port) 0.15-2 60.7 kB186.0 kB [list of files]
ppc64el 0.15-2 60.2 kB184.0 kB [list of files]
s390x 0.15-2 57.9 kB140.0 kB [list of files]
sh4 (unofficial port) 0.15-2 61.7 kB122.0 kB [list of files]
sparc64 (unofficial port) 0.15-2 55.4 kB139.0 kB [list of files]
x32 (unofficial port) 0.15-2 58.4 kB127.0 kB [list of files]