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Pakket: 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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Pakket downloaden voor alle beschikbare platforms
Platform Pakketgrootte Geïnstalleerde grootte Bestanden
alpha (unofficial port) 63,9 kB160,0 kB [overzicht]
amd64 65,0 kB152,0 kB [overzicht]
arm64 61,6 kB140,0 kB [overzicht]
armel 59,2 kB127,0 kB [overzicht]
armhf 60,8 kB111,0 kB [overzicht]
hppa (unofficial port) 65,5 kB144,0 kB [overzicht]
hurd-i386 67,3 kB150,0 kB [overzicht]
i386 67,7 kB155,0 kB [overzicht]
kfreebsd-amd64 64,8 kB148,0 kB [overzicht]
kfreebsd-i386 67,6 kB151,0 kB [overzicht]
m68k (unofficial port) 61,4 kB142,0 kB [overzicht]
mips 61,1 kB149,0 kB [overzicht]
mips64el 61,6 kB151,0 kB [overzicht]
mipsel 62,0 kB149,0 kB [overzicht]
powerpcspe (unofficial port) 62,7 kB183,0 kB [overzicht]
ppc64 (unofficial port) 65,0 kB186,0 kB [overzicht]
ppc64el 64,6 kB184,0 kB [overzicht]
riscv64 (unofficial port) 63,0 kB128,0 kB [overzicht]
s390x 61,4 kB148,0 kB [overzicht]
sh4 (unofficial port) 69,4 kB134,0 kB [overzicht]
sparc64 (unofficial port) 59,5 kB147,0 kB [overzicht]
x32 (unofficial port) 63,5 kB139,0 kB [overzicht]