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[ Quellcode: dimbl  ]

Paket: dimbl (0.15-2.1 und andere)

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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.

Markierungen: Implementiert in: C++, Rolle: Programm

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Architektur Version Paketgröße Größe (installiert) Dateien
amd64 0.15-2.1+b1 60,6 kB141,0 kB [Liste der Dateien]