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[ Quellcode: dimbl  ]

Paket: dimbl (0.15-2.1build1)

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.

Andere Pakete mit Bezug zu dimbl

  • hängt ab von
  • empfiehlt
  • schlägt vor
  • dep: libc6 (>= 2.14) [amd64]
    GNU C Library: Shared libraries
    auch ein virtuelles Paket, bereitgestellt durch libc6-udeb
    dep: libc6 (>= 2.4) [armhf]
  • dep: libgcc-s1 (>= 3.0) [amd64]
    GCC support library
    dep: libgcc-s1 (>= 3.5) [armhf]
  • dep: libgomp1 (>= 4.9)
    GCC OpenMP (GOMP) support library
  • dep: libstdc++6 (>= 5.2)
    GNU Standard C++ Library v3
  • dep: libticcutils5
    utility functions used in the context of Natural Language Processing (library)
  • dep: libtimbl4
    Tilburg Memory Based Learner - runtime

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amd64 64,0 kB154 kB [Liste der Dateien]
armhf 59,8 kB113 kB [Liste der Dateien]