Package: dimbl (0.15-2.1 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 (>= 2.11) [hppa]

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

  dep: libc6 (>= 2.14) [amd64]

  dep: libc6 (>= 2.16) [x32]

  dep: libc6 (>= 2.17) [arm64, ppc64el]

  dep: libc6 (>= 2.27) [riscv64]

  dep: libc6 (>= 2.30) [sh4]

  dep: libc6 (>= 2.4) [not alpha, amd64, arm64, hppa, ppc64el, riscv64, sh4, x32]

• dep: libc6.1 (>= 2.3.4) [alpha]

  GNU C Library: Shared libraries
  also a virtual package provided by libc6.1-udeb

• dep: libgcc-s1 (>= 3.0) [not armel, armhf, hppa, m68k, powerpcspe]

  GCC support library

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

• dep: libgcc-s2 (>= 4.2.1) [m68k]

  GCC support library

• dep: libgcc-s4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libgcc1 (>= 1:3.0) [powerpcspe]

  GCC support library (dependency package)

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 (>= 5.2)

  GNU Standard C++ Library v3

• dep: libticcutils5 [powerpcspe]

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

• dep: libticcutils8 (>= 0.24) [not powerpcspe]

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

• dep: libtimbl4 [powerpcspe]

  Tilburg Memory Based Learner - runtime

  dep: libtimbl4 (>= 6.5) [not powerpcspe]

Download dimbl

Download for all available architectures

Architecture	Version	Package Size	Installed Size	Files
alpha (unofficial port)	0.15-2.1+b1	60.3 kB	153.0 kB	[list of files]
amd64	0.15-2.1+b1	60.6 kB	141.0 kB	[list of files]
arm64	0.15-2.1+b1	57.7 kB	133.0 kB	[list of files]
armel	0.15-2.1+b1	55.4 kB	120.0 kB	[list of files]
armhf	0.15-2.1+b1	56.7 kB	108.0 kB	[list of files]
hppa (unofficial port)	0.15-2.1+b1	61.7 kB	137.0 kB	[list of files]
i386	0.15-2.1+b1	63.3 kB	148.0 kB	[list of files]
m68k (unofficial port)	0.15-2.1+b1	58.2 kB	135.0 kB	[list of files]
mips64el	0.15-2.1+b1	57.8 kB	144.0 kB	[list of files]
mipsel	0.15-2.1+b1	58.1 kB	142.0 kB	[list of files]
powerpcspe (unofficial port)	0.15-2.1	62.7 kB	183.0 kB	[list of files]
ppc64 (unofficial port)	0.15-2.1+b1	61.3 kB	187.0 kB	[list of files]
ppc64el	0.15-2.1+b1	60.8 kB	185.0 kB	[list of files]
riscv64 (unofficial port)	0.15-2.1+b1	58.9 kB	125.0 kB	[list of files]
s390x	0.15-2.1+b1	58.1 kB	141.0 kB	[list of files]
sh4 (unofficial port)	0.15-2.1+b1	63.7 kB	127.0 kB	[list of files]
sparc64 (unofficial port)	0.15-2.1+b1	56.4 kB	140.0 kB	[list of files]
x32 (unofficial port)	0.15-2.1+b1	59.4 kB	132.0 kB	[list of files]