Package: dimbl (0.15-2)

[ 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: libc0.1 (>= 2.17-91) [kfreebsd-amd64, kfreebsd-i386]

  GNU C Library: Shared libraries
  also a virtual package provided by libc0.1-udeb

• dep: libc0.3 (>= 2.12) [hurd-i386]

  GNU C Library: Shared libraries
  also a virtual package provided by libc0.3-udeb

• 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 (>= 2.26) [sh4]

  dep: libc6 (>= 2.27) [riscv64]

  dep: libc6 (>= 2.4) [armel, armhf, i386, m68k, mips, mips64el, mipsel, powerpcspe, ppc64, s390x, sparc64]

• dep: libc6.1 (>= 2.3.4) [alpha]

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

• dep: libgcc1 (>= 1:3.0) [not armel, armhf, hppa, m68k]

  GCC support library

  dep: libgcc1 (>= 1:3.5) [armel, armhf]

• dep: libgcc2 (>= 4.2.1) [m68k]

  GCC support library

• dep: libgcc4 (>= 4.1.1) [hppa]

  GCC support library

• dep: libgomp1 (>= 4.9)

  GCC OpenMP (GOMP) support library

• dep: libstdc++6 [riscv64]

  GNU Standard C++ Library v3

  dep: libstdc++6 (>= 5.2) [not hurd-i386, riscv64]

  dep: libstdc++6 (>= 7.2.0-19) [hurd-i386]

• dep: libticcutils2v5

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• dep: libtimbl4

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Download dimbl

Download for all available architectures

Architecture	Package Size	Installed Size	Files
alpha (unofficial port)	59.1 kB	144.0 kB	[list of files]
amd64	59.5 kB	136.0 kB	[list of files]
arm64	57.9 kB	132.0 kB	[list of files]
armel	54.4 kB	115.0 kB	[list of files]
armhf	55.4 kB	103.0 kB	[list of files]
hppa (unofficial port)	59.8 kB	132.0 kB	[list of files]
hurd-i386	62.8 kB	138.0 kB	[list of files]
i386	63.0 kB	138.0 kB	[list of files]
kfreebsd-amd64	59.1 kB	136.0 kB	[list of files]
kfreebsd-i386	62.9 kB	138.0 kB	[list of files]
m68k (unofficial port)	54.9 kB	126.0 kB	[list of files]
mips	57.5 kB	141.0 kB	[list of files]
mips64el	57.6 kB	143.0 kB	[list of files]
mipsel	57.9 kB	141.0 kB	[list of files]
powerpcspe (unofficial port)	57.9 kB	183.0 kB	[list of files]
ppc64 (unofficial port)	60.7 kB	186.0 kB	[list of files]
ppc64el	60.2 kB	184.0 kB	[list of files]
riscv64 (unofficial port)	58.1 kB	120.0 kB	[list of files]
s390x	57.9 kB	140.0 kB	[list of files]
sh4 (unofficial port)	61.7 kB	122.0 kB	[list of files]
sparc64 (unofficial port)	55.4 kB	139.0 kB	[list of files]
x32 (unofficial port)	58.4 kB	127.0 kB	[list of files]