Package: dimbl (0.17-3 and others)

[ Source: dimbl  ]

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

Other Packages Related to dimbl

• dep: libc6 (>= 2.34)

  GNU C Library: Shared libraries
  also a virtual package provided by libc6-udeb

• dep: libgcc-s1 (>= 3.0) [not armhf, i386, s390x]

  GCC support library

  dep: libgcc-s1 (>= 3.5) [armhf]

  dep: libgcc-s1 (>= 4.2) [i386, s390x]

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libicu78 (>= 78.1-1~)

  International Components for Unicode

• dep: libstdc++6 (>= 13.1)

  GNU Standard C++ Library v3

• dep: libticcutils10 (>= 0.36)

  utility functions used in the context of Natural Language Processing (library)

• dep: libtimbl7 (>= 6.10)

  Tilburg Memory Based Learner - runtime

Download dimbl

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
amd64	0.17-3+b1	62.2 kB	147.0 kB	[list of files]
arm64	0.17-3+b2	57.5 kB	183.0 kB	[list of files]
armhf	0.17-3+b1	56.3 kB	118.0 kB	[list of files]
i386	0.17-3+b1	65.6 kB	154.0 kB	[list of files]
ppc64el	0.17-3+b1	60.9 kB	183.0 kB	[list of files]
riscv64	0.17-3+b1	59.3 kB	123.0 kB	[list of files]
s390x	0.17-3+b1	60.7 kB	143.0 kB	[list of files]